-
under GNU General Public License v3.0 license
-
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
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under MIT License license
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PyTorch Tutorial for Deep Learning Researchers
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under MIT License license
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This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
-
under MIT License license
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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
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under Apache License 2.0 license
-
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
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under MIT License license
-
all kinds of text classification models and more with deep learning
-
under MIT License license
-
Keras code and weights files for popular deep learning models.
-
under MIT License license
-
『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)
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under MIT License license
-
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
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under MIT License license
-
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
-
under Apache License 2.0 license
-
Open deep learning compiler stack for cpu, gpu and specialized accelerators
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under MIT License license
-
A flexible framework of neural networks for deep learning
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under MIT License license
-
Geometric Deep Learning Extension Library for PyTorch
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under MIT License license
-
Deep Reinforcement Learning for Keras.
-
under GNU Affero General Public License v3.0 license
-
Super Resolution for images using deep learning.
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under MIT License license
-
AutoML library for deep learning
-
under Apache License 2.0 license
-
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
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under Apache License 2.0 license
-
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
-
under Apache License 2.0 license
-
StarCraft II Learning Environment
-
under MIT License license
-
An educational resource to help anyone learn deep reinforcement learning.
-
under MIT License license
-
A list of popular github projects related to deep learning
-
under GNU General Public License v3.0 license
-
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
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under Apache License 2.0 license
-
Python package built to ease deep learning on graph, on top of existing DL frameworks.
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under MIT License license
-
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
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under Apache License 2.0 license
-
Deep learning algorithms source code for beginners
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under Apache License 2.0 license
-
Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
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under Apache License 2.0 license
-
Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.
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under Apache License 2.0 license
-
An open source library for deep learning end-to-end dialog systems and chatbots.
-
under GNU Lesser General Public License v3.0 license
-
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals
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under MIT License license
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Hands-on Deep Reinforcement Learning, published by Packt
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under MIT License license
-
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
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under MIT License license
-
Deep Learning NLP Pipeline implemented on Tensorflow
-
under Apache License 2.0 license
-
Pre-trained Deep Learning models and samples (high quality and extremely fast)
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under Apache License 2.0 license
-
TensorFlow template application for deep learning
-
under MIT License license
-
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
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under GNU General Public License v3.0 license
-
DeepWalk - Deep Learning for Graphs
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under MIT License license
-
Set up deep learning environment in a single command line.
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under MIT License license
-
Image super-resolution through deep learning
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under MIT License license
-
Implementation of recent Deep Learning papers
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under MIT License license
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Torchreid: Deep learning person re-identification in PyTorch.
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under Apache License 2.0 license
-
Learning to Learn in TensorFlow
-
under MIT License license
-
:satellite: All You Need to Know About Deep Learning - A kick-starter
-
under GNU General Public License v3.0 license
-
PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
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under MIT License license
-
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
-
under Mozilla Public License 2.0 license
-
:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
-
under MIT License license
-
An implementation of a deep learning recommendation model (DLRM)
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under Apache License 2.0 license
-
Deep Learning Pipelines for Apache Spark
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under Apache License 2.0 license
-
Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
-
under MIT License license
-
PyTorch deep learning projects made easy.
-
under MIT License license
-
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
-
under MIT License license
-
Advanced Deep Learning with Keras, published by Packt
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under BSD 3-Clause "New" or "Revised" License license
-
⚠️ UNMAINTAINED. Deep Learning toolkit for Computer Vision.
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under Apache License 2.0 license
-
Deep learning driven jazz generation using Keras & Theano!
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under MIT License license
-
TensorFlow implementation of Deep Reinforcement Learning papers
-
under MIT License license
-
Ready to use implementations of various Deep Learning algorithms using TensorFlow.
-
under GNU General Public License v3.0 license
-
A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
-
under MIT License license
-
Deep learning software for colorizing black and white images with a few clicks.
-
under Apache License 2.0 license
-
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
-
under MIT License license
-
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
-
under MIT License license
-
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
-
under MIT License license
-
Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.
-
under Apache License 2.0 license
-
TensorFlow Reinforcement Learning
-
under Apache License 2.0 license
-
StarCraft II - pysc2 Deep Reinforcement Learning Examples
-
under Apache License 2.0 license
-
Deep Learning Toolkit for Medical Image Analysis
-
under BSD 3-Clause "New" or "Revised" License license
-
Theano-based implementation of Deep Q-learning
-
under Apache License 2.0 license
-
Trax — Deep Learning with Clear Code and Speed
-
under MIT License license
-
Stanford Unsupervised Feature Learning and Deep Learning Tutorial
-
under MIT License license
-
A toy chatbot powered by deep learning and trained on data from Reddit
-
under Apache License 2.0 license
-
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
-
under MIT License license
-
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
-
under MIT License license
-
ChainerCV: a Library for Deep Learning in Computer Vision
-
under MIT License license
-
『ゼロから作る Deep Learning ❷』(O'Reilly Japan, 2018)
-
under MIT License license
-
Deep learning for recommender systems
-
under MIT License license
-
Deep learning in Python
-
under MIT License license
-
:satellite: Organized Resources for Deep Learning Researchers and Developers
-
under Apache License 2.0 license
-
Deep learning face detection and recognition, implemented by pytorch. (pytorch实现的人脸检测和人脸识别)
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under MIT License license
-
Top 200 deep learning Github repositories sorted by the number of stars.
-
under Apache License 2.0 license
-
AutoGluon: AutoML Toolkit for Deep Learning
-
under Apache License 2.0 license
-
On-device wake word detection powered by deep learning.
-
under MIT License license
-
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
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under MIT License license
-
Generate text images for training deep learning ocr model
-
under GNU General Public License v3.0 license
-
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
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under MIT License license
-
Distributed Deep learning with Keras & Spark
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under MIT License license
-
Play deep learning with CIFAR datasets
-
under Apache License 2.0 license
-
Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)
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under Apache License 2.0 license
-
Deep learning with dynamic computation graphs in TensorFlow
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under MIT License license
-
An elegant, flexible, and superfast PyTorch deep reinforcement learning platform.
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under Apache License 2.0 license
-
:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification
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under Apache License 2.0 license
-
Deep learning models trained to correct input errors in short, message-like text
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under Apache License 2.0 license
-
:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
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under MIT License license
-
State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
-
under GNU General Public License v3.0 license
-
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
-
under MIT License license
-
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
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under Apache License 2.0 license
-
DELTA is a deep learning based natural language and speech processing platform.
-
under Apache License 2.0 license
-
Code from the "Tensorflow and deep learning - without a PhD, Part 2" session on Recurrent Neural Networks.
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under Apache License 2.0 license
-
:fire::fire: Deep Learning Head Pose Estimation using PyTorch.
-
under Apache License 2.0 license
-
An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017
-
under MIT License license
-
ICCV2019 - A painting AI that can reproduce paintings stroke by stroke using deep reinforcement learning.
-
under MIT License license
-
Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"
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under MIT License license
-
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
-
under BSD 3-Clause "New" or "Revised" License license
-
Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.
-
under MIT License license
-
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
-
under GNU General Public License v3.0 license
-
Deep learning gateway on Raspberry Pi and other edge devices
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under MIT License license
-
The basic distribution probability Tutorial for Deep Learning Researchers
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under MIT License license
-
Tangible and Practical Deep Learning Projects Repository for Healthcare such as Cancer, Drug Discovery, Genomic and More
-
under MIT License license
-
基础的深度学习实验研究结果汇总笔记
-
under MIT License license
-
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
-
under MIT License license
-
RoboND Term 1 Deep Learning Project, Follow-Me
-
under MIT License license
-
ChainerRL is a deep reinforcement learning library built on top of Chainer.
-
under Apache License 2.0 license
-
Asynchronous Methods for Deep Reinforcement Learning
-
under MIT License license
-
Train a deep learning net with OpenStreetMap features and satellite imagery.
-
under GNU General Public License v3.0 license
-
Deep learning with cats (^._.^)
-
under MIT License license
-
A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.
-
under Apache License 2.0 license
-
A project template to simplify building and training deep learning models using Keras.
-
under MIT License license
-
Deep Reinforcement Learning based Trading Agent for Bitcoin
-
under GNU Affero General Public License v3.0 license
-
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches"
-
under GNU Lesser General Public License v3.0 license
-
Scalable, event-driven, deep-learning-friendly backtesting library
-
under MIT License license
-
This is an open source project (formerly named Listen, Attend and Spell - PyTorch Implementation) for end-to-end ASR implemented with Pytorch, the well known deep learning toolkit.
-
under BSD 2-Clause "Simplified" License license
-
Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.
-
under MIT License license
-
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
-
under GNU General Public License v3.0 license
-
Deep Learning for Time Series Classification
-
under MIT License license
-
Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
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under MIT License license
-
Rainbow: Combining Improvements in Deep Reinforcement Learning
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under MIT License license
-
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
-
under MIT License license
-
Automated deep learning algorithms implemented in PyTorch or Tensorflow.
-
under MIT License license
-
Text classification using deep learning models in Pytorch
-
under MIT License license
-
Collection of Deep Reinforcement Learning algorithms
-
under GNU General Public License v3.0 license
-
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
-
under Apache License 2.0 license
-
Deep Learning Computer Vision Algorithms for Real-World Use
-
under MIT License license
-
Coloring black and white images with deep learning.
-
under Mozilla Public License 2.0 license
-
Deep Learning models for network traffic classification
-
under MIT License license
-
-
under MIT License license
-
Real-time Facial Emotion Detection using deep learning
-
under Apache License 2.0 license
-
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
-
under Apache License 2.0 license
-
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
-
under MIT License license
-
Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"
-
under MIT License license
-
Deep Reinforcement Learning For Sequence to Sequence Models
-
under Apache License 2.0 license
-
Fast & Simple Resource-Constrained Learning of Deep Network Structure
-
under MIT License license
-
Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow
-
under GNU General Public License v3.0 license
-
:octocat::octocat:A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
-
under Apache License 2.0 license
-
A python package to analyze and compare voices with deep learning
-
under MIT License license
-
Ladder network is a deep learning algorithm that combines supervised and unsupervised learning
-
under MIT License license
-
Deep Learning with TensorFlow by Packt
-
under MIT License license
-
Modular Deep Reinforcement Learning framework in PyTorch.
-
under MIT License license
-
Crop Yield Prediction with Deep Learning
-
under MIT License license
-
Deep Learning for Computer Vision, by Packt
-
under MIT License license
-
A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)
-
under MIT License license
-
Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow
-
under MIT License license
-
3D Bounding Box Estimation Using Deep Learning and Geometry (MultiBin)
-
under Apache License 2.0 license
-
Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.
-
under GNU General Public License v3.0 license
-
Edited code examples from the book 'Deep Learning for Computer Vision - Starter Bundle' by Adrian Rosebrock
-
under MIT License license
-
:smile: Recognizes human faces and their corresponding emotions from a video or webcam feed. Powered by OpenCV and Deep Learning.
-
under MIT License license
-
Hierarchical Object Detection with Deep Reinforcement Learning
-
under Apache License 2.0 license
-
Deep Metric Learning
-
under MIT License license
-
Metasploit for machine learning.
-
under MIT License license
-
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
-
under MIT License license
-
Deep Reinforcement Learning with pytorch & visdom
-
under GNU General Public License v3.0 license
-
Deep Cosine Metric Learning for Person Re-identification
-
under MIT License license
-
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
-
under Apache License 2.0 license
-
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
-
under Apache License 2.0 license
-
Exploiting Bitcoin prices patterns with Deep Learning.
-
under GNU General Public License v3.0 license
-
Deep Learning for Natural Language Processing
-
under MIT License license
-
In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.
-
under Apache License 2.0 license
-
This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! Training with TensorFlow has never been so easy.
-
under MIT License license
-
-
under Apache License 2.0 license
-
Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.
-
under Apache License 2.0 license
-
DeepLearning in TensorFlow
-
under Apache License 2.0 license
-
PDNN: A Python Toolkit for Deep Learning. http://www.cs.cmu.edu/~ymiao/pdnntk.html
-
under Apache License 2.0 license
-
Descriptive Deep Learning
-
under MIT License license
-
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
-
under MIT License license
-
A real-time facial expression recognition system with webcam streaming and CNN
-
under MIT License license
-
An Open-Source Package for Deep Learning to Hash (DeepHash)
-
under Apache License 2.0 license
-
Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase
-
under MIT License license
-
real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)
-
under Apache License 2.0 license
-
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry.
-
under Apache License 2.0 license
-
A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!
-
under GNU General Public License v3.0 license
-
RMDL: Random Multimodel Deep Learning for Classification
-
under MIT License license
-
Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)
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under MIT License license
-
Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)
-
under Apache License 2.0 license
-
Boosting your Web Services of Deep Learning Applications.
-
under MIT License license
-
Wide and Deep Learning for CTR Prediction in tensorflow
-
under MIT License license
-
A simple deep learning library for estimating a set of tags and extracting semantic feature vectors from given illustrations.
-
under MIT License license
-
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
-
under MIT License license
-
Deep Q-learning for playing flappy bird game
-
under MIT License license
-
:satellite: Organized Resources for Deep Learning in Natural Language Processing
-
under MIT License license
-
Code for Stanford CS224D: deep learning for natural language understanding
-
under Apache License 2.0 license
-
The SAS Deep Learning Python (DLPy) package provides the high-level Python APIs to deep learning methods in SAS Visual Data Mining and Machine Learning. It allows users to build deep learning models using friendly Keras-like APIs.
-
under MIT License license
-
Car Recognition with Deep Learning
-
under BSD 3-Clause "New" or "Revised" License license
-
This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. Training with YOLOv3 has never been so easy.
-
under MIT License license
-
Ladder network is a deep learning algorithm that combines supervised and unsupervised learning.
-
under MIT License license
-
A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras
-
under MIT License license
-
This repository is used to publish source code of my deep learning book
-
under MIT License license
-
make ASCII Art by Deep Learning
-
under Apache License 2.0 license
-
hanabi_learning_environment is a research platform for Hanabi experiments.
-
under MIT License license
-
playing idealized trading games with deep reinforcement learning
-
under MIT License license
-
T2F: text to face generation using Deep Learning
-
under Apache License 2.0 license
-
Generate fonts using deep learning
-
under MIT License license
-
Gaze Estimation using Deep Learning, a Tensorflow-based framework.
-
under Apache License 2.0 license
-
This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.
-
under MIT License license
-
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
-
under MIT License license
-
This repository is the collection of research papers in Deep learning, computer vision and NLP.
-
under Apache License 2.0 license
-
-
under MIT License license
-
Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)
-
under Apache License 2.0 license
-
Bring Deep Learning to small devices
-
under MIT License license
-
The repo for the fast and easy guide to the most popular deep learning framework in the world.
-
under MIT License license
-
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
-
under GNU General Public License v3.0 license
-
pySLAM contains a monocular Visual Odometry (VO) pipeline in Python. It supports many modern local features based on Deep Learning.
-
under Apache License 2.0 license
-
Implementation of a couple deep learning models using TensorFlow
-
under MIT License license
-
Handwritten Digit Recognition using Machine Learning and Deep Learning
-
under Apache License 2.0 license
-
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
-
under MIT License license
-
Repo containing code for multi-agent deep reinforcement learning (MADRL).
-
under Apache License 2.0 license
-
Material for re:Invent 2016 - CON314 - Workshop: Deploy a Deep Learning Framework on Amazon ECS and EC2 Spot Instances
-
under Apache License 2.0 license
-
An implementation of 'Deep Bilateral Learning for Real-Time Image Enhancements', SIGGRAPH 2017
-
under MIT License license
-
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
-
under MIT License license
-
A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception.
-
under MIT License license
-
Implementations of CNNs, RNNs and deep learning techniques in pure Numpy
-
under MIT License license
-
Deep Q-Learning Network in pytorch (not actively maintained)
-
under MIT License license
-
Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning
-
under MIT License license
-
Implementation for CVPR 2015 Paper: "An Improved Deep Learning Architecture for Person Re-Identification".
-
under MIT License license
-
Learning Continuous Signed Distance Functions for Shape Representation
-
under MIT License license
-
This is the code for "How to Learn from Little Data - Intro to Deep Learning #17' by Siraj Raval on YouTube
-
under Apache License 2.0 license
-
Apparel detection using deep learning
-
under MIT License license
-
The PatchCamelyon (PCam) deep learning classification benchmark.
-
under Apache License 2.0 license
-
Deep learning pipeline for orbital satellite data for detecting clouds
-
under MIT License license
-
A highly extensible deep learning framework
-
under Apache License 2.0 license
-
Experiment diverse Deep learning models for music generation with TensorFlow
-
under MIT License license
-
Continuous control with deep reinforcement learning - Deep Deterministic Policy Gradient (DDPG) algorithm implemented in OpenAI Gym environments
-
under BSD 2-Clause "Simplified" License license
-
DeepMVS: Learning Multi-View Stereopsis
-
under MIT License license
-
AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)
-
under MIT License license
-
Repository for PyImageSearch Crash Course on Computer Vision and Deep Learning
-
under MIT License license
-
Goal-Oriented Chatbot trained with Deep Reinforcement Learning
-
under Apache License 2.0 license
-
Deep learning library for solving differential equations and more
-
under MIT License license
-
Spoken language identification with deep learning
-
under Mozilla Public License 2.0 license
-
Deep Xi: A Deep Learning Approach to A Priori SNR Estimation. Used for Speech Enhancement and robust ASR.
-
under MIT License license
-
Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
-
under MIT License license
-
This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube
-
under Apache License 2.0 license
-
Deep-Learning Model Exploration and Development for NLP
-
under MIT License license
-
Hands-On Deep Learning with TensorFlow, published by Packt
-
under MIT License license
-
[DEPRECATED] Compilation of pre-trained deep learning models with demos and code.
-
under BSD 3-Clause "New" or "Revised" License license
-
Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"
-
under MIT License license
-
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
-
under Apache License 2.0 license
-
PyTorch deep learning models for document classification
-
under Apache License 2.0 license
-
Model Zoo for Intel® Architecture: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors
-
under MIT License license
-
A slim tensorflow wrapper that provides syntactic sugar for tensor variables. This library will be helpful for practical deep learning researchers not beginners.
-
under Mozilla Public License 2.0 license
-
GIPHY's Open-Source Celebrity Detection Deep Learning Model
-
under MIT License license
-
Deep learning using tensorflow
-
under Apache License 2.0 license
-
This is the code for "How to Generate Music - Intro to Deep Learning #9' by Siraj Raval on YouTube
-
under MIT License license
-
DeepInf: Social Influence Prediction with Deep Learning
-
under GNU General Public License v3.0 license
-
-
under MIT License license
-
Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
-
under Apache License 2.0 license
-
PyTorch Implementation for Deep Metric Learning Pipelines
-
under MIT License license
-
Deep learning research framework based on Theano
-
under MIT License license
-
"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow
-
under MIT License license
-
Tensorflow implementation of Learning-based Video Motion Magnification
-
under MIT License license
-
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
-
under Apache License 2.0 license
-
Standalone TensorBoard for visualizing in deep learning
-
under GNU General Public License v3.0 license
-
Background subtraction using deep learning method.
-
under MIT License license
-
HDLTex: Hierarchical Deep Learning for Text Classification
-
under BSD 3-Clause "New" or "Revised" License license
-
Python package for performing Entity and Text Matching using Deep Learning.
-
under Apache License 2.0 license
-
Toolkit for running PyTorch training scripts on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
-
under Apache License 2.0 license
-
Modular & extensible deep learning framework built on Theano.
-
under Apache License 2.0 license
-
The Image Moderator Chatbot serverless reference architecture demonstrates how to leverage Amazon Rekognition's image moderation deep learning feature to automatically remove messages containing explicit or suggestive images from channels of popular chat apps using Amazon API Gateway, AWS Lambda, and Amazon Rekognition.
-
under MIT License license
-
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
-
under MIT License license
-
Tutorials of deep learning for computer vision.
-
under GNU General Public License v2.0 license
-
Deep learning for gene expression inference
-
under MIT License license
-
Simple Tinder algorithm able to swipe left and right based on the recommendations of a pre-trained deep neural network (Machine Learning).
-
under Apache License 2.0 license
-
Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets
-
under MIT License license
-
Applying the deep learning techniques from Alpha Go to play tic-tac-toe
-
under GNU General Public License v3.0 license
-
Assignments for Udacity Deep Learning class with TensorFlow in PURE Python, not IPython Notebook
-
under GNU General Public License v3.0 license
-
Deep Object Tracking Implementation in Tensorflow for 'Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning(CVPR 2017)'
-
under The Unlicense license
-
Sample code for deep learning & neural networks
-
under Apache License 2.0 license
-
PyTorch deep learning models for text processing
-
under MIT License license
-
PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017
-
under MIT License license
-
TensorFlow Implementation of Deep Mutual Learning
-
under MIT License license
-
Source code from the book 【深度学习入门-基于Python的理论与实现】
-
under MIT License license
-
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize the traffic efficiency.
-
under MIT License license
-
Nationwide houseshold-level solar panel identification with deep learning
-
under MIT License license
-
[NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning
-
under Apache License 2.0 license
-
Train, evaluate and deploy Deep Learning based text classifiers. Currently supports CNN
-
under MIT License license
-
Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
-
under MIT License license
-
Deep Learning Toolkit
-
under MIT License license
-
Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019
-
under Apache License 2.0 license
-
ArcGIS built-in python raster functions for deep learning to get you started fast.
-
under MIT License license
-
『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
-
under MIT License license
-
Simple step-by-step guide to deploying deep learning models to production.
-
under GNU General Public License v3.0 license
-
PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
-
under MIT License license
-
Tools for medical image processing in deep learning.
-
under Apache License 2.0 license
-
Uses deep learning to caption images in an HTML file and fills out its alternative text attributes with the related caption
-
under Apache License 2.0 license
-
Deep Learning Dockerfiles
-
under MIT License license
-
Always sparse. Never dense. But never say never. A repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
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under Apache License 2.0 license
-
Deep Reinforcement Learning (DRL) agents applied to medical images
-
under Apache License 2.0 license
-
Satellite Image Classification using semantic segmentation methods in deep learning
-
under MIT License license
-
Benchmarking State-of-the-Art Deep Learning Software Tools
-
under MIT License license
-
live coding deep learning library
-
under GNU General Public License v3.0 license
-
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
-
under Apache License 2.0 license
-
a Deep Learning Framework for Text
-
under MIT License license
-
Gender detection (from scratch) using deep learning with keras and cvlib.
-
under MIT License license
-
Deep Reinforcement Learning Framework + Algorithms
-
under MIT License license
-
An implementation of Conditional Random Fields (CRFs) with Deep Learning Method
-
under MIT License license
-
Use deep learning to generate and harmonize music in the style of Bach
-
under Apache License 2.0 license
-
Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)
-
under Apache License 2.0 license
-
Dog and cat image classifier with deep learning
-
under MIT License license
-
Path of Exile Deep-Learning AI
-
under MIT License license
-
Pytorch implementation of Deep Learning of Binary Hash Codes for Fast Image Retrieval, CVPRW 2015
-
under MIT License license
-
Framework for Multi-Agent Deep Reinforcement Learning in Poker
-
under MIT License license
-
Deep learning project that solves Where's Wally puzzles by finding Wally in an image
-
under Apache License 2.0 license
-
Toolkit for running MXNet training scripts on SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.com/aws/deep-learning-containers.
-
under MIT License license
-
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
-
under MIT License license
-
DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
-
under GNU General Public License v3.0 license
-
A Deep Reinforcement Learning Challenge on Forex Portfolio Management
-
under MIT License license
-
A sign language interpreter using live video feed from the camera.
-
under BSD 3-Clause "New" or "Revised" License license
-
End-to-end learning of deep visual representations for image retrieval
-
under MIT License license
-
Deep Learning for Seismic Imaging and Interpretation
-
under MIT License license
-
A deep learning model for detecting fire in video and camera streams
-
under MIT License license
-
Example code for the paper "Understanding deep learning requires rethinking generalization"
-
under Apache License 2.0 license
-
Code for MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks
-
under MIT License license
-
A python program to detect and classify hand pose using deep learning techniques
-
under MIT License license
-
Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn
-
under MIT License license
-
Public repo for Augmented Multiscale Deep InfoMax representation learning
-
under MIT License license
-
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
-
under Apache License 2.0 license
-
Keras Deep Learning neural network model for University of Wisconsin Cancer data that uses the Integrated Variants library to explain predictions made by a trained model
-
under MIT License license
-
Learning Deep Features for Discriminative Localization (2016)
-
under MIT License license
-
Curated Tensorflow code resources to help you get started with Deep Learning.
-
under MIT License license
-
Deep Learning with TensorFlow – Second Edition, published by Packt
-
under MIT License license
-
Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
-
under MIT License license
-
OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").
-
under MIT License license
-
基于深度学习的自然语言处理库
-
under Apache License 2.0 license
-
-
under Apache License 2.0 license
-
A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym
-
under MIT License license
-
Deep learning models to identify clickbaits taking content into consideration
-
under MIT License license
-
:earth_americas: Simple and ready-to-use deep learning examples for the Microsoft Cognitive Toolkit (CNTK)
-
under MIT License license
-
Deep Reinforcement Learning framework
-
under MIT License license
-
A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).
-
under MIT License license
-
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
-
under MIT License license
-
Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch
-
under MIT License license
-
Learning to Cluster. A deep clustering strategy.
-
under MIT License license
-
AI trained using Genetic Algorithm and Deep Learning to play the game of snake
-
under Apache License 2.0 license
-
Implementation of Meta-Learning with Latent Embedding Optimization
-
under Apache License 2.0 license
-
a toolkit for pose estimation using deep learning
-
under Apache License 2.0 license
-
Spriteworld: a flexible, configurable python-based reinforcement learning environment
-
under Apache License 2.0 license
-
Reference Lambda function that predicts image labels for a image using an MXNet-built deep learning model. The repo also has pre-built MXNet, OpenCV libraries for use with AWS Lambda.
-
under MIT License license
-
Deep metric learning methods implemented in Chainer
-
under MIT License license
-
Deep learning project to transform male portraits into female and vice versa
-
under GNU General Public License v2.0 license
-
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) that I have written in my website. Especially, Natural Language Processing, Statistical Machine Learning, and Deep Reinforcement Learning are main topics.
-
under MIT License license
-
Deep learning for forecasting company fundamental data
-
under MIT License license
-
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)
-
under MIT License license
-
Author's implementation of 'Unsupervised Visual Representation Learning by Context Prediction'
-
under MIT License license
-
Evolving simple organisms using a genetic algorithm and deep learning from scratch with python
-
under GNU Lesser General Public License v3.0 license
-
Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.
-
under MIT License license
-
Android malware detection using deep learning, contains android malware samples, papers, tools etc.
-
under MIT License license
-
Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine
-
under MIT License license
-
A PyTorch library for building deep reinforcement learning agents.
-
under Apache License 2.0 license
-
A C++/Python implementation of the StreetLearn environment based on images from Street View, as well as a TensorFlow implementation of goal-driven navigation agents solving the task published in “Learning to Navigate in Cities Without a Map”, NeurIPS 2018
-
under MIT License license
-
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
-
under MIT License license
-
This contains an implementation of the SeGAN model for semantic segmentation introduced in https://arxiv.org/pdf/1703.10239.pdf
-
under MIT License license
-
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
-
under MIT License license
-
Tools to create pixel-wise object masks, bounding box labels (2D and 3D) and 3D object model (PLY triangle mesh) for object sequences filmed with an RGB-D camera. This project prepares training and testing data for various deep learning projects such as 6D object pose estimation projects singleshotpose, as well as object detection and instance segmentation projects.
-
under BSD 2-Clause "Simplified" License license
-
This is a Deep Learning practice Demo which can find person in the video by human face.人脸识别的小demo,通过待识别的人脸图像在视频影像中找人。
-
under Apache License 2.0 license
-
Toolkit to Hack Your Deep Learning Models
-
under GNU General Public License v3.0 license
-
Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning
-
under BSD 3-Clause "New" or "Revised" License license
-
Protein contacts prediction using deep learning models
-
under MIT License license
-
A modern deep learning framework built to accelerate research and development of AI systems
-
under Apache License 2.0 license
-
On-device speech-to-intent engine powered by deep learning
-
under Apache License 2.0 license
-
Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.
-
under MIT License license
-
Docker environment for fast.ai Deep Learning Course 1 at http://course.fast.ai
-
under Apache License 2.0 license
-
Deep Learning Benchmarking Suite
-
under MIT License license
-
Keras implementation of the Squeeze Det Object Detection Deep Learning Framework
-
under Apache License 2.0 license
-
MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.
-
under Apache License 2.0 license
-
An Open Source Deep Learning Inference Engine Based on FPGA
-
under Apache License 2.0 license
-
Spying using Smartwatch and Deep Learning
-
under Apache License 2.0 license
-
Deep learning survival models
-
under BSD 2-Clause "Simplified" License license
-
Source code for ``Deep Learning-Based Classification of Hyperspectral Data'' published at JSTAR
-
under Apache License 2.0 license
-
Build an Optical Character Recognition service using deep learning method
-
under MIT License license
-
It is a tensorflow script for multi-task learning implementation of Kim's paper : Convolutional Neural Networks for Sentence Classification.
-
under MIT License license
-
Various cognitive api for machine learning, vision, language intent alalysis. Covers traditional as well as deep learning model design and training.
-
under MIT License license
-
This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained on the Snapshot Serengeti dataset.
-
under GNU General Public License v2.0 license
-
End-to-end deep learning based autonomous RC car using Raspberry Pi 3.
-
under MIT License license
-
We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.
-
under MIT License license
-
Python Deep Learning Second Edition, Published by Packt
-
under MIT License license
-
Survelliance system with deep learning based people detection (YOLO)
-
under MIT License license
-
AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).
-
under MIT License license
-
Python implementation of a live deep learning based age/gender/expression recognizer
-
under Apache License 2.0 license
-
PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
-
under MIT License license
-
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
-
under MIT License license
-
A dataset of traffic, fire and accident images for training deep learning models.
-
under MIT License license
-
-
under MIT License license
-
-
under MIT License license
-
deep learning practice
-
under MIT License license
-
Velocity in deep-learning research
-
under Apache License 2.0 license
-
Transfer Learning library for Deep Neural Networks.
-
under BSD 3-Clause "New" or "Revised" License license
-
Tensorflow, Luminoth Based Table Detection and Extraction
-
under MIT License license
-
Deep learning network to identify 102 different types of flowers
-
under BSD 3-Clause "New" or "Revised" License license
-
BLOCK (AAAI 2019), with a multimodal fusion library for deep learning models
-
under MIT License license
-
:credit_card: Detecting the National Identification Cards with Deep Learning (Faster R-CNN)
-
under MIT License license
-
Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174
-
under MIT License license
-
This deep learning application can detect Facial Keypoints (15 unique points). They mark important areas of the face - the eyes, corners of the mouth, the nose, etc.
-
under Apache License 2.0 license
-
Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as published at https://www.nature.com/articles/s41586-018-0102-6
-
under MIT License license
-
The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"
-
under GNU Lesser General Public License v3.0 license
-
-
under MIT License license
-
Code repository for the paper "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware"
-
under MIT License license
-
This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.
-
under MIT License license
-
My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning
-
under MIT License license
-
Deep generative models for semi-supervised learning.
-
under GNU General Public License v3.0 license
-
Testbed for deep reinforcement learning
-
under Apache License 2.0 license
-
The light deep learning framework for study and for fun. Join us!
-
under MIT License license
-
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
-
under Apache License 2.0 license
-
Classification and Explanation Model of Brain Signal based on Deep Learning Model
-
under MIT License license
-
code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning
-
under MIT License license
-
Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).
-
under GNU General Public License v3.0 license
-
Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
-
under Apache License 2.0 license
-
Restoring ancient text using deep learning: a case study on Greek epigraphy.
-
under MIT License license
-
Introduction tutorials to deep learning with Theano and OpenDeep
-
under BSD 3-Clause "New" or "Revised" License license
-
Deep Learning for IACT Event Reconstruction
-
under Apache License 2.0 license
-
Detect Porngraphic Images by Deep Learning (Using Keras and Tensorflow)
-
under MIT License license
-
Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"
-
under Apache License 2.0 license
-
Command line tool for FloydHub - the fastest way to build, train, and deploy deep learning models
-
under MIT License license
-
SchNet - a deep learning architecture for quantum chemistry
-
under MIT License license
-
UnDeepVO - Implementation of Monocular Visual Odometry through Unsupervised Deep Learning
-
under BSD 2-Clause "Simplified" License license
-
The code for the paper "Towards Monocular Vision based Obstacle Avoidance through Deep Reinforcement Learning"
-
under MIT License license
-
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
-
under MIT License license
-
Code on Paper [BMVC2018]Deep Association Learning for Unsupervised Video Person Re-identification
-
under MIT License license
-
yolo做行人检测+deep-sort做匹配,端对端做多目标跟踪
-
under MIT License license
-
Using DQN/DDPG for stock trading. Xiong, Z., Liu, X.Y., Zhong, S., Yang, H. and Walid, A., 2018. Practical deep reinforcement learning approach for stock trading, NeurIPS 2018 AI in Finance Workshop.
-
under MIT License license
-
:camera: Reactive python package for managing, creating and visualizing different deep-learning image annotation formats
-
under GNU General Public License v3.0 license
-
A Telegram bot to monitor and control deep learning experiments
-
under MIT License license
-
-
under Apache License 2.0 license
-
QKeras: a quantization deep learning library for Tensorflow Keras
-
under MIT License license
-
Inpredo is a Deep Learning tool which looks into financial charts and predicts stock movements.
-
under MIT License license
-
Repo where I play with some outstanding well-known DNN models
-
under MIT License license
-
Upsample speech audio in wav format using deep learning
-
under MIT License license
-
Deep Tensor Neural Network
-
under MIT License license
-
Simple LSTM-based word-level language model in PyTorch
-
under MIT License license
-
Deep Learning for Astronomers with Tensorflow
-
under MIT License license
-
:dart: predict the price trend of individual stocks using deep learning and natural language processing
-
under MIT License license
-
Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)
-
under GNU General Public License v3.0 license
-
Text and Punctuation correction with Deep Learning
-
under MIT License license
-
PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry
-
under MIT License license
-
Bridging deep learning and logical reasoning using a differentiable satisfiability solver.
-
under MIT License license
-
Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"
-
under MIT License license
-
Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics
-
under GNU General Public License v3.0 license
-
Code for the paper Language Identification Using Deep Convolutional Recurrent Neural Networks
-
under MIT License license
-
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
-
under MIT License license
-
Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".
-
under Apache License 2.0 license
-
RLgraph: Modular computation graphs for deep reinforcement learning
-
under Apache License 2.0 license
-
A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily.
-
under MIT License license
-
Multi GPU Training Code for Deep Learning with PyTorch
-
under GNU General Public License v3.0 license
-
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
-
under MIT License license
-
Codes repository for RecSys and DeepLearnig, RecSys and ReinForcement learning and Traditioinal RecSys.
-
under Educational Community License v2.0 license
-
MPI Parallel framework for training deep learning models built in Theano
-
under MIT License license
-
Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym
-
under MIT License license
-
Summary of DeepLearning (Korean and English are included)
-
under MIT License license
-
AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (Theano)
-
under MIT License license
-
Training of deep learning models on AWS and GCP
-
under MIT License license
-
Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"
-
under MIT License license
-
Deep learning for hackers: a hands-on approach to machine learning and deep learning.
-
under MIT License license
-
Deep Learning Recommender System
-
under BSD 3-Clause "New" or "Revised" License license
-
This repository contains the code, and access to the pretrained models and datasets for the paper: "Automated analysis of high-content microscopy data with deep learning"
-
under MIT License license
-
Deep reinforcement learning agents implement by tensorflow https://ghli.org
-
under MIT License license
-
Text pre-processing library for deep learning (Keras, tensorflow).
-
under Apache License 2.0 license
-
A Tool for Automatic Parallelization of Deep Learning Training in Distributed Multi-GPU Environments.
-
under Apache License 2.0 license
-
Implementation of deep learning models for time series in PyTorch.
-
under Apache License 2.0 license
-
A Tensorflow based implementation of "Asynchronous Methods for Deep Reinforcement Learning": https://arxiv.org/abs/1602.01783
-
under MIT License license
-
Optimizing Chemical Reactions with Deep Reinforcement Learning
-
under MIT License license
-
LSTM + Wavelet(长短期记忆神经网络+小波分析):深度学习与数字信号处理的结合
-
under Apache License 2.0 license
-
Little tools to download and then weed through images, delete and classify them into groups for building deep learning image datasets (based on crawler and tkinter)
-
under MIT License license
-
Simple OCR service using deep learning
-
under MIT License license
-
An exploration strategy improves the diversity of de novo drug design using deep reinforcement learning
-
under MIT License license
-
An experiment with deep learning to segmentation
-
under MIT License license
-
Repository of deep learning and robotics related practice projects.
-
under GNU General Public License v3.0 license
-
Deep learning in a spiking neural network using segregated dendrites.
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under MIT License license
-
Using deep learning to predict the genre of a song.
-
under MIT License license
-
Research project on building and evaluating deep learning models for landslides detection on satellite images
-
under MIT License license
-
Traffic Signal timings using Deep Q-Learning
-
under MIT License license
-
Interesting python codes to tackle simple machine/deep learning tasks
-
under MIT License license
-
Implementation for in NIPS'17.
-
under Apache License 2.0 license
-
This is the code for "DeepMind Reinforcement Learning" By Siraj Raval on Youtube
-
under MIT License license
-
Implementation of papers on Deep Seq2seq learning using Pytorch.
-
under Apache License 2.0 license
-
deep learning, image retrieval, vision and language
-
under MIT License license
-
Deep-Learning based CTR models implemented by PyTorch
-
under GNU General Public License v2.0 license
-
Training deep neural networks with low precision multiplications
-
under GNU General Public License v3.0 license
-
Deep learning program generator
-
under MIT License license
-
VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization, Geometric loss functions for camera pose regression with deep learning, PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization
-
under MIT License license
-
Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
-
under MIT License license
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License Plate Recognition based on CNN/Deep Learning
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under BSD 2-Clause "Simplified" License license
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Deep networks with Temporal Pyramid Pooling. The official implementation for "End-to-end Video-level Representation Learning for Action Recognition, ICPR 2018."
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under MIT License license
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Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
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under MIT License license
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Programming Assignments and Lectures for UC Berkeley's CS 294: Deep Reinforcement Learning
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under MIT License license
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A Pytorch Implementation of Tacotron: End-to-end Text-to-speech Deep-Learning Model
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under MIT License license
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Deep Learning of Vortex Induced Vibrations
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under Apache License 2.0 license
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Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019
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under MIT License license
-
Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control
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under MIT License license
-
Transfer learning for deep image classification
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under BSD 3-Clause "New" or "Revised" License license
-
Highlevel framework for starting Deep Learning projects (lightweight, flexible, easy to extend)
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under MIT License license
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Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"
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under MIT License license
-
Work in progress and needs a lot of changes for now. An implementation of paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. This paper uses the stacked denoising autoencoder for the the feature training on the appearance and motion flow features as input for different window size and using multiple SVM as a single classifier this is work under progress.
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under Apache License 2.0 license
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Mass Spectrometry for Small Molecules using Deep Learning
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under MIT License license
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[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).
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under MIT License license
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This is an overview and tutorial about crowd counting. In this repository, you can learn how to estimate number of pedestrians in crowd scenes through computer vision and deep learning.
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under Apache License 2.0 license
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TRAINS Agent - Auto-Magical DevOps for Deep Learning (Simple AI Cluster Solution)
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under MIT License license
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Deep Learning Package base on Theano
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under MIT License license
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Hopefully the easiest way to get started with Google's TensorFlow Deep Learning Neural Network Python Library
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under MIT License license
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Stacked Denoising Autoencoders (SDA) implemented in TensorFlow to analyze clinical health records and construct deep learning models to predict future patient complications.
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under Apache License 2.0 license
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Reference workloads for modern deep learning methods.
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under MIT License license
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Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"
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under MIT License license
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Implementations of popular deep learning models in Theano+Lasagne
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under MIT License license
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This repository tries to provide unsupervised deep learning models with Pytorch
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under MIT License license
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multi-agent deep reinforcement learning for large-scale traffic signal control.
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under Apache License 2.0 license
-
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under MIT License license
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A Scaffold to help you build Deep Learning Model much more easily, implemented with TensorFlow 2.0
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under GNU General Public License v3.0 license
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Some Code for Master Thesis - Research on Deep Learning Based Modulation Recognition Technologies
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under Apache License 2.0 license
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Toolkit for allowing inference and serving with MXNet in SageMaker. Dockerfiles used for building SageMaker MXNet Containers are at https://github.com/aws/deep-learning-containers.
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under Apache License 2.0 license
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Deep learning with text doesn't have to be scary.
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under Apache License 2.0 license
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Using approximate bayesian posteriors in deep nets for active learning
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under MIT License license
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Deep residual learning on CIFAR10 with TensorFlow
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under Apache License 2.0 license
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Deep reinforcement learning with TensorFlow
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under Apache License 2.0 license
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a example for deep learning
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under MIT License license
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Deep Learning for audio and text
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under Apache License 2.0 license
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Vocalization sign language with deep learning.
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under MIT License license
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A project on deep learning.
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under MIT License license
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Deep Learning Quick Reference, published by Packt
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under MIT License license
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A lightweight deep learning library
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under MIT License license
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DeepOBS: A Deep Learning Optimizer Benchmark Suite
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under MIT License license
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Supplementary material for systematic literature review on deep learning and EEG.
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under MIT License license
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Object detection using deep learning with Yolo, OpenCV and Python via Real Time Streaming Protocol (RTSP)
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under Apache License 2.0 license
-
A GPU Cluster Manager for Distributed Deep Learning Training
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under Apache License 2.0 license
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Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
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under MIT License license
-
Use Unity 3D character and Python deep learning algorithms to stream as a VTuber!
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under GNU General Public License v3.0 license
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A Universal Deep Reinforcement Learning Framework
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under Apache License 2.0 license
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Open Source Project for Korean End-to-End (E2E) Automatic Speech Recognition (ASR) in Pytorch for Deep Learning Researchers
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under GNU General Public License v3.0 license
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Deep learning-based drug-target interaction prediction / Deep belief net (DBN) based on Theano
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under MIT License license
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Simple benchmark of deep learning frameworks on VGG-16
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under MIT License license
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Convolutional neural network solution for deep learning from DICOM images
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under MIT License license
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PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment
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under GNU General Public License v3.0 license
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Deep Learning codes for MNIST with detailed explanation
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under MIT License license
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Introduction to deep learning
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under MIT License license
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Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)
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under MIT License license
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[Deep Learning] Object Detection (深度学习:目标检测与识别—复杂环境下的Logo识别. RCNN系列、TensorFlow)
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under MIT License license
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An accurate and efficient deep learning method for single-cell RNA-seq data imputation
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under MIT License license
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Deep Learning and Logical Reasoning from Data and Knowledge
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under MIT License license
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A tool of running deep learning algorithms for semantic segmentation with satellite imagery
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under BSD 3-Clause "New" or "Revised" License license
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python implementation of Deep speckle correlation: a deep learning approach towards scalale imaging through scattering media
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under MIT License license
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HashGAN: Deep Learning to Hash with Pair Conditional Wasserstein GAN
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under GNU General Public License v3.0 license
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Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time
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under BSD 3-Clause "New" or "Revised" License license
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A Deep Learning Meta-Framework and HPC Benchmarking Library
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under Apache License 2.0 license
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Software for the paper "Fast and robust active neuron segmentation in two-photon calcium imaging using spatio-temporal deep learning," Proceedings of the National Academy of Sciences (PNAS), 2019.
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under BSD 3-Clause "New" or "Revised" License license
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Table Detection and Extraction Using Deep Learning ( It is built in Python, using Luminoth, TensorFlow<2.0 and Sonnet.)
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under MIT License license
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Real-time video classification using Deep Learning
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under BSD 3-Clause "New" or "Revised" License license
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Probabilistic Multivariate Time Series Forecast using Deep Learning
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under GNU General Public License v2.0 license
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Deep learning using the ABIDE data
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under BSD 2-Clause "Simplified" License license
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collection of utilities to use with deep learning libraries (e.g. caffe)
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under MIT License license
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Deep learning examples
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under MIT License license
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A toy project for visual search, based on deep learning.
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under MIT License license
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Inception model used to classify camera feed on real time. Coded during the Deep Learning Hackathon 2017 San Francisco
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under MIT License license
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Code to accompany "You can probably use deep learning even if your data isn't that big" blog post
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under MIT License license
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Deep Learning Studio is a GUI based deep learning platform for designing, training and evaluating artificial neural networks without programming skills.
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under GNU General Public License v3.0 license
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TUM Master’s thesis: Steering a robot with an event-based vision sensor in a lane-keeping task using methods such as Deep Reinforcement Learning or Spiking Neural Networks.
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under MIT License license
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AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.
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under MIT License license
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Kakao Chatbot with Deep Learning Tutorials
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under MIT License license
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Deep Learning tools for brain medical images
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under MIT License license
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"What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?", NIPS 2017 (unofficial code).
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under MIT License license
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Malaria Detection using Deep Learning from Images made available publicly from NIH
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under Apache License 2.0 license
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:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification
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under GNU Affero General Public License v3.0 license
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A deep learning system for demographic inference (gender, age, and individual/person) that was trained on massive Twitter dataset using profile images, screen names, names, and biographies
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under MIT License license
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PhaseLink: A deep learning approach to seismic phase association
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under Apache License 2.0 license
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A Python interface for reinforcement learning environments
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under MIT License license
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Framework for the reproducible classification of Alzheimer's disease using deep learning
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under MIT License license
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Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.
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under Apache License 2.0 license
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General purpose framework for deep reinforcement learning
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under MIT License license
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Deep learning for natural language processing
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under GNU General Public License v3.0 license
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(Deprecated) deep learning based Chinese handwriting character recognition, 基于深度学习的手写汉字地址识别
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under Apache License 2.0 license
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Metric/Embedding learning using (convolutional) neural network with application to keypoint matching, stereo matching, image retrival, etc
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under MIT License license
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Thai Word Segmentation and Part-of-Speech Tagging with Deep Learning
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under GNU General Public License v3.0 license
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Deep learning based, intraretinal fluid segmenter for macular OCTs
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under MIT License license
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Code snippets and applications explained in the book - HandsOnDeepLearningWithPytorch
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under MIT License license
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PyTorch Implementation of Deep Q-Learning with Experience Replay in Atari Game Environments, as made public by Google DeepMind
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under BSD 3-Clause Clear License license
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PyTorch based Deep Learning Toolbox
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under MIT License license
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Solving the Rubik's cube with deep reinforcement learning and Monte Carlo tree search
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under MIT License license
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Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.
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under Apache License 2.0 license
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CodeBase for Paper: "Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers", / Interactive Demo @
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under Apache License 2.0 license
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Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove the 'Green Wave' phenomenon in intelligent traffic system.
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under GNU General Public License v3.0 license
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Deep learning cardiac motion analysis for survival prediction
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under MIT License license
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scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.
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under MIT License license
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Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
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under MIT License license
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Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model
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under Apache License 2.0 license
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Deep learning based speech source separation using Pytorch
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under MIT License license
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Deep learning for audio denoising
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under MIT License license
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Source codes for the paper "Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study"
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under GNU General Public License v3.0 license
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Lightweight scalable deep learning framework for shape analysis.
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under Apache License 2.0 license
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Race and ethnicity Imputation from Disease history with Deep LEarning
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under MIT License license
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Car engine sound classification with Keras Deep learning library using spectro analysis pictures of sounds
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under GNU General Public License v2.0 license
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MusiteDeep provides a deep-learning method for general and kinase-specific phosphorylation site prediction. It is implemented by deep learning library Keras and Theano backend (the Keras2.0 and Tensorflow backend implementation were also provided under folder MusiteDeep_Keras2.0). At present, MusiteDeep only provides prediction of human phosphorylation sites; however, it also provides customized model training that enables users to train other PTM prediction models by using their own training data sets based on either CPU or GPU.
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under MIT License license
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A Deep Learning Approach to Ultrasound Image Recovery
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under MIT License license
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Structural damage detection using convolutional neural networks
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under MIT License license
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Using Azure Machine Learning to build a deep learning model for music generation
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under Apache License 2.0 license
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Quickly explore how different deep learning systems work with your data
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under GNU General Public License v3.0 license
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Codes for Deep Learning Based Speed Estimation for Constraining Strapdown Inertial Navigation on Smartphones
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under MIT License license
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In this project we develop new deep learning models for bootstrapping language understanding models for languages with no labeled data using labeled data from other languages.
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under MIT License license
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Deep Learning Weather Prediction
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under MIT License license
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Keras implementation of character-level sequence-to-sequence learning for spelling correction
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under MIT License license
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This repository provides the code used to implement the framework to provide deep learning models with total uncertainty estimates as described in "A General Framework for Uncertainty Estimation in Deep Learning" (Loquercio, Segù, Scaramuzza. RA-L 2020).
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under GNU General Public License v3.0 license
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Behavioral segmentation of open field in DeepLabCut, or B-SOID ("B-side"), is an unsupervised learning algorithm written in MATLAB and Python that serves to discover behaviors that are not pre-defined by users.
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under BSD 3-Clause "New" or "Revised" License license
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sktime companion package for deep learning based on TensorFlow
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under Apache License 2.0 license
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Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
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under MIT License license
-
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under MIT License license
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An expressive shorthand to describe a deep learning architecture
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under MIT License license
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Neuroevolution as a direct policy search deep reinforcement learning method, implemented using Keras and DEAP.
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under MIT License license
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Deel; A High level deep learning description language
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under MIT License license
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Simple PMML exporter for Keras Deep Learning models.
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under MIT License license
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Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]
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under MIT License license
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Deep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network
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under GNU General Public License v3.0 license
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3D Unet Equipped with Advanced Deep Learning Methods
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under Apache License 2.0 license
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A Deep Learning Tool for Chinese word segmentation (Bi-LSTM, CNN, CRF)
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under Apache License 2.0 license
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A Tensorflow implementation of DeepMind's Symbol-Concept Association Network(SCAN: Learning Abstract Hierarchical Compositional Visual Concepts)
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under BSD 2-Clause "Simplified" License license
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PyTorch deep learning framework for video compressive sensing.
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under MIT License license
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Deep-learning by using TensorFlow. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
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under Apache License 2.0 license
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A collection of TensorFlow (Tensorpack) implementations of recent deep learning approaches including pretrained models. (FlowNet 2, PWC, PointNet, EnhanceNet)
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under MIT License license
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Source code for paper Classification with Costly Features using Deep Reinforcement Learning.
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under BSD 3-Clause "New" or "Revised" License license
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Simple and efficient access to genomic data for deep learning models.
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under MIT License license
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Deep Learning By Example, published by Packt
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under MIT License license
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ClaRAN: A deep learning classifier for radio morphologies
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under MIT License license
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"Efficient end-to-end learning for quantizable representations" accepted at ICML2018
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under MIT License license
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Deep Q-Learning for Market Making
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under MIT License license
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Using deep learning to detect smiles from a live video feed.
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under Apache License 2.0 license
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Evaluating deep learning models with float16 dtype in Keras, float16 inference
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under MIT License license
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Serverless Deep Learning with TensorFlow and AWS Lambda, published by Packt
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under MIT License license
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Forex & Equities Trading Strategies using Machine Learning, Deep Learning and Statistical Techniques
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under GNU General Public License v3.0 license
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Yet another easy-to-use tool to extract frames from videos, for deep learning and computer vision.
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under GNU General Public License v3.0 license
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ECG classification using MIT-BIH data, a deep CNN learning implementation of Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network, https://www.nature.com/articles/s41591-018-0268-3 and also deploy the trained model to a web app using Flask, introduced at
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under MIT License license
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Code accompanying the paper "Deep reinforcement learning for multiparameter optimization in de novo drug design"
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under Apache License 2.0 license
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Alternative to TensorFlow2/Keras/PyTorch for more concise, robust and optimized deep learning code
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under MIT License license
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Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.
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under MIT License license
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Deep Learning systems for training and testing disfluency detection and related tasks on speech data.
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under MIT License license
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Deep learning project made in SQL Server with python
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under Apache License 2.0 license
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Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
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under MIT License license
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DLSCORE: A deep learning based scoring function for predicting protein-ligand binding affinity
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under MIT License license
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Saber is a deep-learning based tool for information extraction in the biomedical domain. Pull requests are welcome! Note: this is a work in progress. Many things are broken, and the codebase is not stable.
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under MIT License license
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Deep learning code semantic similarity
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under GNU Affero General Public License v3.0 license
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An API-first distributed deployment system of deep learning models using timeseries data to analyze and predict systems behaviour
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under Apache License 2.0 license
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Cross-type Biomedical Named Entity Recognition with Deep Multi-task Learning (Bioinformatics'19)
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under MIT License license
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BGC Detection and Classification Using Deep Learning
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under MIT License license
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Deep Learning Based Real-Time Tracking
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under MIT License license
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Efficient utility of image similarity using deep neural network and deep learning.
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under MIT License license
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This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy gradient (DDPG) learning algorithm.
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under Apache License 2.0 license
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Providing determinism in deep learning frameworks
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under Apache License 2.0 license
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Deep learning benchmark utility and optimization tips on EKS.
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under MIT License license
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Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:
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under MIT License license
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Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.
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under MIT License license
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A deep learning package for predicting TF binding
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under MIT License license
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Super Resolution of picture images using deep learning
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under MIT License license
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This model implementation of 'Multimodal Deep Learning for Robust RGB-D Object Recognition'
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under MIT License license
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A deep learning framework for Speech-Music discrimination of continuous audio streams
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under GNU Affero General Public License v3.0 license
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Fast, Lightweight Style Transfer using Deep Learning
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under MIT License license
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Deep learning based Intrusion Detection System
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under Apache License 2.0 license
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A Python interface for ND4J: A Numpy Array Wrapper for the JVM
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under MIT License license
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Computer Graphics vs Real Photographic Images : A Deep-learning approach
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under MIT License license
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Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"
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under MIT License license
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A simple regression based implementation/VGG16 of pose estimation with tensorflow.
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under MIT License license
-
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under BSD 2-Clause "Simplified" License license
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This a an impletation of Deep Metric Learning via Facility Location on tensorflow
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under MIT License license
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keras project for audio deep learning
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under MIT License license
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Breast Cancer classification using deep neural network
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under BSD 2-Clause "Simplified" License license
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A Computation Graph Virtual Machine Based Deep Learning Framework
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under MIT License license
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keras-pandas allows users to rapidly build and iterate on deep learning models.
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under MIT License license
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Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same
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under MIT License license
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An open source deep learning platform that provides a seamless path from research prototyping to production deployment
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under MIT License license
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Deep learning based tool for image processing. No need for Programing and GPU.
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under BSD 3-Clause "New" or "Revised" License license
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Talk for SciPy2015 "Deep Learning: Tips From The Road"
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under GNU General Public License v3.0 license
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Cortex - Deep learning tools for neuroimaging
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under GNU General Public License v3.0 license
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Birdsong classification in noisy environments with Convolutional Neural Networks implemented in Keras Deep Learning library for the BIRDCLEF 2016 competition. Can be fine-tuned to arbitrary audio classification task.
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under MIT License license
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This project hosts the code and datasets I used for Deep Learning course at Boston University. It aims to post-process the images the low quality images produced as a result of solving inverse problems in imaging (particularly Computed Tomography) and produce high-quality images.
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under Apache License 2.0 license
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CNN model inference benchmarks for some popular deep learning frameworks
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under MIT License license
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Tutorial on a number of topics in Deep Learning
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under GNU General Public License v3.0 license
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Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018.
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under Apache License 2.0 license
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a Deep learning based chatbot implemented by Tensorflow with beam search (forked from Conchylicultor/DeepQA)
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under GNU General Public License v3.0 license
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Project aimed at presenting a model to find a vacant parking spot in real time and ensure car safety using Deep Learning (Parking spot Classification and Face recognition).
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under MIT License license
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:zap: Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.
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under MIT License license
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[AAAI 2018] TensorFlow implementation of Action Branching Architectures for Deep Reinforcement Learning.
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under MIT License license
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Reimplement DSOD: Learning Deeply Supervised Object Detectors from Scratch.
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under MIT License license
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TensorFlow Implementation of Deep Cross-Modal Projection Learning
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under MIT License license
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Repository for Deep API Learning (DeepAPI)
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under MIT License license
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DeepSMILES - A variant of SMILES for use in machine-learning
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under MIT License license
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Using Deep Learning to translate natural language questions to SQL code
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under BSD 3-Clause "New" or "Revised" License license
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The implementation of "QARC: Video Quality Aware Rate Control for Real-Time Video Streaming based on Deep Reinforcement Learning"
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under Apache License 2.0 license
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This is a self-contained memory module for the Dynamic Kanerva Machine, as reported in the NIPS 2018 paper: Learning Attractor Dynamics for Generative Memory.
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under The Unlicense license
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Tiny and elegant deep learning library
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under MIT License license
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Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.
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under MIT License license
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A deep learning framework for building multimodal multi-task learning systems.
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under GNU General Public License v3.0 license
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Code implementing the experiments described in the paper "On The Power of Curriculum Learning in Training Deep Networks" by Hacohen & Weinshall (ICML 2019)
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under MIT License license
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Weapon Detection & Classification through CCTV surveillance using Deep Learning-CNNs.
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under MIT License license
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Remote sensing image classification based on deep learning
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under MIT License license
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High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features
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under MIT License license
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Network Intrusion Detection System using Deep Learning Techniques
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under MIT License license
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Blind Geometric Distortion Correction on Images Through Deep Learning
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under MIT License license
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Python code for Deep Reinforcement Learning with Transfer Learning in a Simulated Environment
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under Apache License 2.0 license
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Code for the paper: RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms
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under MIT License license
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Learning visual servoing with deep features and fitted Q-iteration
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under MIT License license
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Multimodal Deep Learning Using YLI-MED: The YLI Multimedia Event Detection Corpus data
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under MIT License license
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Python implementation of "Deep Residual Learning for Image Recognition" (http://arxiv.org/abs/1512.03385 - MSRA, winner team of the 2015 ILSVRC and COCO challenges).
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under MIT License license
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Check out the demo!
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under MIT License license
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Tensorflow based solution for Assignment-3 (Recursive Neural Nets) from CS224d: Deep learning for Natural Language Processing.
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under GNU General Public License v3.0 license
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Hamaa: a Simple and Naive Deep Learning library.
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under MIT License license
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Distinguish between Super Saiyan 1,2,3,4 and god using a deep learning model !
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under MIT License license
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Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning
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under MIT License license
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Materials for a Deep Learning Workshop
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under MIT License license
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:car: Solving Traveling Salesman Problem (TSP) using Deep Learning
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under MIT License license
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A deeplearning approach to classifying the ancient Egyptian hieroglyphs
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under MIT License license
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Utilities for Keras - Deep Learning library
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under Apache License 2.0 license
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Minimal Deep Learning library is written in Python/Cython/C++ and Numpy/CUDA/cuDNN.
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under Apache License 2.0 license
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Scripts and instructions to facilitate running Deep Learning Tasks on Amazon EMR
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under MIT License license
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After a hurricane, roads are often flooded or washed out, making them treacherous for motorists. Using state of the art deep learning methods, I attempted to automatically annotate flooded, washed out, or otherwise severely damaged roads. My goal is create a tool that can help detect and visualize anomalous roads in a simple user interface.
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under MIT License license
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Deep Learning Specialization by Andrew Ng on Coursera.
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under MIT License license
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This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep learning.
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under GNU General Public License v3.0 license
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This project is to use deep learning to auto classify the scene images with limited amount of training images.
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under GNU General Public License v3.0 license
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Semi-supervised tool for cleaning image dataset , using deep learning.
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under MIT License license
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tutorial for deep learning dialogue models
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under MIT License license
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Pirate trainer (Deep Learning, Autonomous Agents, 3D, Unity, Hyperopt, Keras)
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under Mozilla Public License 2.0 license
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under BSD 3-Clause "New" or "Revised" License license
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DeepCover: Uncover Bugs in Deep Learning
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under BSD 3-Clause "New" or "Revised" License license
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DeepCover: Uncover Bugs in Deep Learning
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under MIT License license
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Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks
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under MIT License license
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A deeplearning application of mobile photography
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under Apache License 2.0 license
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Implementation of near duplicate video retrieval based on Deep Metric Learning.
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under Apache License 2.0 license
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A compressed adaptive optimizer for training large-scale deep learning models using PyTorch
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under MIT License license
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under MIT License license
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Keras + pyTorch implimentation of "Deep Learning & 3D Convolutional Neural Networks for Speaker Verification"
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under GNU General Public License v3.0 license
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A set of deep learning models for FRB/RFI binary classification.
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under BSD 3-Clause "New" or "Revised" License license
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Deep learning models and dataset for recognizing industrial smoke emissions
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under MIT License license
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Main code of "Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement"
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under MIT License license
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Deep Learning + Arts
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under MIT License license
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A deep learning powered bot capable of classifying images into user-specified categories
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under MIT License license
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This is fork from Tensorflow's PTB RNN model with some additional features and experiments
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under MIT License license
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Deep (Transfer) Learning for Peptide Retention Time Prediction
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under Apache License 2.0 license
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A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation
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under MIT License license
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Codes for our paper "Deep Patch Learning for Weakly Supervised Object Classification and Discovery".
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under Apache License 2.0 license
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Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning
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under GNU Lesser General Public License v3.0 license
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An automatic webcam based image annotation tool for training quality deep learning/machine learning custom object detectors using state of the art architectures like Retinanet, Faster RCNN, Dlib's DNN mmod etc.
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under MIT License license
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PyTorch implementation of "Continual Learning with Deep Generative Replay", NIPS 2017
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under MIT License license
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Deep Learning under Privileged Information Using Heteroscedastic Dropout (CVPR 2018, Official Repo)
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under MIT License license
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Deep learning for price movement prediction using high frequency limit order data
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under MIT License license
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Extensions of Deep Q Learning
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under Apache License 2.0 license
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Boosting Docking-Based Virtual Screening with Deep Learning
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under Apache License 2.0 license
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Improved Deep Metric Learning with Multi-class N-pair Loss Objective
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under MIT License license
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Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning implemented in PyTorch
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under MIT License license
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Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"
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under MIT License license
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Code repository for Python Deep Learning Second Edition, published by Packt
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under MIT License license
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Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)
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under MIT License license
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:zap:A Lightweight NLP Data Loader for All Deep Learning Frameworks in Python
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under MIT License license
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Implementation of the paper 'Deep Learning of Graph Matching', CVPR 2018.
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under MIT License license
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pytorch implementation of the ICCV paper Sampling Matters in Deep Embedding Learning
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under MIT License license
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Modelling the Language of Life - Deep Learning Protein Sequences
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under Apache License 2.0 license
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SRZoo: An integrated repository for super-resolution using deep learning
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under MIT License license
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Deep learning for flexible market price modeling (landscape forecasting) in real-time bidding advertising. An implementation of our KDD 2019 paper with some other (Python) implemented prediction models.
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under MIT License license
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Code repository for our paper entilted "Metric Learning with HORDE: High-Order Regularizer for Deep Embeddings" accepted at ICCV 2019.
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under MIT License license
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Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"
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under MIT License license
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Learning to Discover Novel Visual Categories via Deep Transfer Clustering (ICCV 2019)
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under GNU General Public License v3.0 license
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Serving a keras model (neural networks) in a website with the python Django-REST framework.
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under BSD 3-Clause "New" or "Revised" License license
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Deep Learning-Based Point-Scanning Super-Resolution (PSSR)
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under MIT License license
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A python package that sends your deep learning training and validation metrics to your slack channel after every specified epoch
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under GNU General Public License v3.0 license
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Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"
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under MIT License license
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A pytorch library for hypergraph learning.
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under MIT License license
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Deep learning algorithms for web page classification written in Tensorflow (Python).
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under MIT License license
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Framework for deep reinforcement learning.
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under Apache License 2.0 license
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DeepMass is a suite of tools to enable mass spectrometry data analysis using modern machine learning techniques.
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under MIT License license
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Framework to imitate writing styles using deep learning
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under Apache License 2.0 license
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Deep learning works for ADLxMLDS (CSIE 5431) in NTU
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under MIT License license
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Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification (MICCAI 2018)
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under MIT License license
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A Toolbox for deep reinforcement learning(QLearning)
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under MIT License license
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:bulb: A flexible tool for building and sharing deep learning modules.
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under MIT License license
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Code for Deep-Person: Learning Discriminative Deep Features for Person Re-Identification
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under MIT License license
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Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search https://arxiv.org/abs/1807.06906
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under MIT License license
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Synthetic dataset generation for object-to-model deep learning
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under Apache License 2.0 license
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SKIL: Deep learning model lifecycle management for humans
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under MIT License license
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Code associated with "Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning"
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under MIT License license
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Deep Transfer Reinforcement Learning for Text Summarization
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under MIT License license
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Driving risk assessment with deep learning using a monocular camera. Related paper: https://arxiv.org/abs/1906.02859
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under GNU General Public License v3.0 license
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Training deep learning based denoisers without ground truth data - Official Tensorflow implementation of the NeurIPS 2018 paper
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under Apache License 2.0 license
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Smelling smells using Deep Learning
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under MIT License license
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This is the official website of our work 3D Appearance Super-Resolution with Deep Learning published on CVPR2019.
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under MIT License license
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Tools for training and using unsupervised autoencoders and supervised deep learning classifiers for hyperspectral data.
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under MIT License license
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Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
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under Apache License 2.0 license
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Probabilistic Dense Displacement Network (3D discrete deep learning registration)
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under MIT License license
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Implementation of Deep Mutual Learning by Pytorch to do classification on cifar100.
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under MIT License license
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MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences (ICCV 2019 Oral)
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under MIT License license
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Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"
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under GNU Lesser General Public License v3.0 license
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Deep learning with spiking neural networks (SNNs) in PyTorch.
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under MIT License license
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Deep Reinforcement Learning Pong Agent, King Pong, he's the best
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under MIT License license
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hb-config: easy to configure your python project especially Deep Learning experiments
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under MIT License license
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Automated deep learning!
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under MIT License license
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Where are they looking? - Gaze Following via Attention modelling and Deep Learning
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under MIT License license
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SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
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under MIT License license
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High-quality implementations of deep reinforcement learning algorithms for experiments
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under Apache License 2.0 license
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Deep learning based denoiser for Cycles, Blender's physically-based production renderer.
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under MIT License license
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Deep Reinforcement One-Shot Learning Framework for Artificially Intelligent Classification Systems
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under MIT License license
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A Deep Learning application to recognize emotion from facial expressions.
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under MIT License license
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A modular deep reinforcement learning framework that supports a variety of algorithms, environments and models.
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under MIT License license
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Simple implementation of the paper (DnCNN)'Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising'
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under MIT License license
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The GeniSys NLU Engine includes a combination of a custom trained DNN (Deep Learning Neural Network) built using TFLearn for intent classification, and a custom trained MITIE model for entity classification.
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under MIT License license
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The implementation of the paper SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement.
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under MIT License license
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Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
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under MIT License license
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Distributed Deep Learning using AzureML
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under GNU General Public License v3.0 license
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A Deep-learning based dOcking decoy eValuation mEthod
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under MIT License license
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Official pytorch Implementation of Deep Metric Learning Beyond Binary Supervision, CVPR 2019
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under Mozilla Public License 2.0 license
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nucleus7 library for deep learning development
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under BSD 3-Clause "New" or "Revised" License license
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Analytics for Deep Learning projects.
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under MIT License license
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Paratope Prediction using Deep Learning
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under MIT License license
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A high-level framework for advanced deep learning with TensorFlow
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under GNU Affero General Public License v3.0 license
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Deep learning image auto-tagging classifier
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under MIT License license
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A collection of tools for deep learning experiments
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under MIT License license
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Distributed Tensorflow Implementation of Asynchronous Methods for Deep Reinforcement Learning
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under MIT License license
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Deep Reinforcement Learning algorithms implemented in PyTorch
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under MIT License license
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Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning
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under MIT License license
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Leak-proofing line art filling and segmentation based on trapped-ball filling, and a deep learning model for grouping.
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under MIT License license
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Deep Reinforcement Learning applied to a modern 3D video-game environment called Delivery Duel.
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under MIT License license
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SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters
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under Apache License 2.0 license
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Deep Learning Practice for NLP
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under Apache License 2.0 license
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LUMIN - a deep learning and data science ecosystem for high-energy physics.
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under MIT License license
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BERMUDA (Batch Effect ReMoval Using Deep Autoencoders) is a novel transfer-learning-based method for batch correction in scRNA-seq data.
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under MIT License license
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个人学习深度学习的代码与笔记
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under MIT License license
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An application of high resolution GANs to dewarp images of perturbed documents
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under GNU General Public License v3.0 license
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Reconstructing real-time 3D faces from 2D images using deep learning.
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under Apache License 2.0 license
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Deep Learning project template for PyTorch (Distributed Learning is supported)
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under MIT License license
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PyTorch functions & utilities to make your deep learning life easier
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under GNU General Public License v3.0 license
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A deep learning approach to generating Beat Saber levels
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under Apache License 2.0 license
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A set of 13 diverse machine-learning tasks that require memory to solve.