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Project: deep_learning (GitHub Link)

• deep_learning-master
  • dl_tensorLayer
    • tl_catdog.py
    • tl_cifar10.py
    • gradient_descent.py
    • tl_mnist.py
    • tl_mnist_01.py
    • tl_vgg16.py
    • tl_test.py
    • neural_network.py
  • resources
    • font
      • platechar.ttf
  • dl_tensorflow
    • tf_eager.py
    • movie_recommend
      • data.py
      • recommender.py
      • network.py
    • deepdream.py
    • wide_deep.py
    • tf_logistic_reg.py
    • tf_records.py
    • tf_mnist.py
    • tf_multilstm.py
    • tf_lr.py
    • tf_GAN.py
  • utility
    • gen_img.py
    • pytorchviz.py
    • __init__.py
    • genplate.py
  • LICENSE
  • dl_torch
    • torch_resnet.py
    • torch_RNN.py
    • torch_dogcat.py
    • torch_GAN.py
    • torch_basic.py
    • torch_autoencoder.py
    • torch_mnist.py
    • torch_embedding.py
    • torch_vgg.py
    • torch_CIFAR10.py
  • README.md
  • requirements.txt
  • .gitignore
  • dl_keras
    • textAnalysis.py
    • face.py
    • keras_lstm.py
    • keras_movies.py
    • wide_deep.py
    • pm_predict.py
    • recommend_dnn.py
    • bitcoin_price.py
    • gen_wrods.py
    • resnet.py
    • densenet.py
    • lstm_seg.py
    • licenseplate.py
    • gen_poetry.py
    • cat_dog.py
    • deblur
      • deblur_gan.py
      • layer_utils.py
      • train.py
    • densenet-ocr.py
    • keras_regression.py
    • hous_price.py
  • .vscode
    • settings.json
    • launch.json
    • tasks.json

deep_learning

deep learning 相关实例 VGG ResNet ...

Keras、TensorLayer 做图像分类

Keras、TensorLayer 做回归任务，房价预测

Keras、TensorLayer 做文本情感分析

Keras、TensorLayer 函数式模型多输出车牌识别

Tensorflow 实例代码

PyTorch 实例代码

训练数据太大没有上传

#

Use Setup

# install dependencies

pip install -r requirements.txt