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Project: Awesome-DeepLearning-Study (GitHub Link)

• Awesome-DeepLearning-Study-master
  • init.py
  • LICENSE
  • file
  • README.md
  • .gitignore

DeepLearning-Summary

Continually updating...

PR12 (Korean)

• PR12-Season1
• PR12-Season2
• Sung-Kim-PR12
• PR12-archive

Pre-processing

• python-library
• Image-augmentation

CheatSheet

• shervine (recommend)

Mathematics

English

• Probability-and-Statistics-Cookbook
• bayes-nn
• Mathematics-for-Machine-Learning
• Mathematics-for-Machine-Learning_2

Korean

• 수포자를 위한 머신러닝
• Mathematics-Cookbook
• Dimension-Reduction
• Pattern-Recognition
• 공돌이의 수학정리 노트
• Convex-Optimization

Theory

English

• Machine-Learning-glossary
• Backpropagation-In-Convolutional-Neural-Networks
• 1x1-Convolution
• SNU-TF
• Object-Detection

Korean

• K-MOOC_lecture
• python_lecture
• 딥러닝 이론에서 실습까지
• Machine-Learning
• Korea-Univ-Jaegul-Choo

TechBlog

English

• GAN-wiseodd
• Peter's notes
• Colah
• Distill
• pyimagesearch (recommend)
• Neurohive (recommend)
• Papers with code (recommend)

Korean

• Carpedm20
• Lunit
• LAON-PEOPLE
• Deepest
• Sung-Kim_Summary
• 조대협
• Chris-송호연
• ratsgo-blog
• Keunwoo-choi

DeepLearning Lecture

English

• Coursera, Machine Learning - Andrew Ng
• DLSS, RLSS
• fast.ai
• Siraj Raval
• cs231n

  Korean

• Sung-Kim
• 최신논문으로 시작하는 딥러닝
• cs231n
• Terry-deeplearning-talk
• Reienforcement-slide
• NaverD2
• Enjoy-DL

MachineLearning Lecture

English

• Awesome-Machine-Learning-Projects

  Korean

• KAIST_lecture
• Summary_slide

DeepLearning Tutorial

English

• sjchoi_tutorial
• DeepLearningZeroToAll

  Korean

• Yongho Ha_slide
• Namhyuk-Ahn
• Chanwoo-Lee

Tensorflow Tutorial

Korean

• TensorFlowKR-2017-talk-bestpractice_slide
• Golbin_tutorial

English

• Keras + Tensorflow for image
• Stanford_Tensorflow_tutorial

Pytorch Tutorial

English

• yunjey
• PyTorchZeroToAll

  Korean

• Choi-Gunho

GAN, VAE

English

• illinois_slide
• Delving-deep-into-GANs
• Wasserstein GAN in Keras
• tf-gan-comparison
• tf-gan-colletion
• how-to-train-gan

  Korean

• Hwalsuk Lee_slide
• Jaejun Yoo_blog
• Style-Transfer

NLP

English

• stanford-NLP
• oxford-NLP, video
• NLP-DL-Lecture-Note
• NeuralDialogPaper
• Word2Vec

  Korean

• Word2Vec
• RNN
• NaverD2_lecture

etc

English

• visualize-neural-net
• visualize-convoulution
• visualize-GAN
• visualize-learning_rate

  Korean

• Medical-AI_slide