├── .idea ├── .gitignore ├── ant-learn-tensorflow.iml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml └── vcs.xml ├── .ipynb_checkpoints ├── 01. tensorflow读取csv训练DNN模型-checkpoint.ipynb ├── 02. tensorflow读取numpy数据训练DNN模型-checkpoint.ipynb ├── 03. Tensorflow开发环境搭建-checkpoint.ipynb ├── 04. tensorflow读取pandas数据训练DNN模型-checkpoint.ipynb ├── 05. Tensorflow读取数据的Dataset API-checkpoint.ipynb ├── 06. Tensorflow的feature_column的语法演示-checkpoint.ipynb ├── 07. Tensorflow使用feature_column处理心脏病数据集-checkpoint.ipynb ├── 08. Tensorflow使用feature_column实现银行营销二分类-checkpoint.ipynb ├── 09. Tensorflow的Layer基础知识介绍-checkpoint.ipynb ├── 10. Tensorflow常见Layer层介绍-Copy1-checkpoint.ipynb ├── 10. Tensorflow常见Layer层介绍-checkpoint.ipynb ├── 11. Tensorflow的常见激活函数-checkpoint.ipynb ├── 12. Tensorflow的常见损失函数-checkpoint.ipynb ├── 13. Tensorflow使用函数式API实现WideDeep模型-checkpoint.ipynb ├── 14. Tensorflow使用子类API实现WideDeep模型-checkpoint.ipynb ├── 15. Tensorflow的常见Metrics评价函数-checkpoint.ipynb ├── 16. Tensorflow使用TensorBoard可视化查看指标-checkpoint.ipynb ├── 17. Tensorflow加速训练的优化器optimizer-checkpoint.ipynb ├── 18. Tensorflow的核心概念自动微分Autodiff-checkpoint.ipynb ├── 19. Tensorflow怎样保存与加载模型-checkpoint.ipynb ├── 20. Tensorflow 在训练期间使用checkpoint保存模型-checkpoint.ipynb ├── 22. Tensorflow使用tf-serving实现在线预估服务-checkpoint.ipynb ├── 23. Tensorflow使用底层API实现模型训练-checkpoint.ipynb ├── 24. Tensorflow依赖的Numpy和Pandas和Matplotlib和Sklearn介绍-checkpoint.ipynb └── 未命名-checkpoint.ipynb ├── 01. tensorflow读取csv训练DNN模型.ipynb ├── 02. tensorflow读取numpy数据训练DNN模型.ipynb ├── 03. Tensorflow开发环境搭建.ipynb ├── 04. tensorflow读取pandas数据训练DNN模型.ipynb ├── 05. Tensorflow读取数据的Dataset API.ipynb ├── 06. Tensorflow的feature_column的语法演示.ipynb ├── 07. Tensorflow使用feature_column处理心脏病数据集.ipynb ├── 08. Tensorflow使用feature_column实现银行营销二分类.ipynb ├── 09. Tensorflow的Layer基础知识介绍.ipynb ├── 10. Tensorflow常见Layer层介绍.ipynb ├── 11. Tensorflow的常见激活函数.ipynb ├── 12. Tensorflow的常见损失函数.ipynb ├── 13. Tensorflow使用函数式API实现WideDeep模型.ipynb ├── 14. Tensorflow使用子类API实现WideDeep模型.ipynb ├── 15. Tensorflow的常见Metrics评价函数.ipynb ├── 16. Tensorflow使用TensorBoard可视化查看指标.ipynb ├── 17. Tensorflow加速训练的优化器optimizer.ipynb ├── 18. Tensorflow的核心概念自动微分Autodiff.ipynb ├── 19. Tensorflow怎样保存与加载模型.ipynb ├── 20. Tensorflow 在训练期间使用checkpoint保存模型.ipynb ├── 20. Tensorflow使用Flask部署HTTP服务 └── flask_tensorflow_flask │ └── .idea │ └── workspace.xml ├── 21. Tensorflow使用Flask部署HTTP服务 └── flask_tensorflow_flask │ ├── .idea │ ├── .gitignore │ ├── flask_tensorflow_flask.iml │ ├── inspectionProfiles │ │ ├── Project_Default.xml │ │ └── profiles_settings.xml │ ├── misc.xml │ ├── modules.xml │ └── vcs.xml │ ├── __pycache__ │ └── app.cpython-37.pyc │ ├── app.py │ ├── heart_model.h5 │ └── testdata.json ├── 22. Tensorflow使用tf-serving实现在线预估服务.ipynb ├── 23. Tensorflow使用底层API实现模型训练.ipynb ├── 24. Tensorflow依赖的Numpy和Pandas和Matplotlib和Sklearn介绍.ipynb ├── README.md ├── datas ├── bank │ └── bank-full.csv ├── heart │ └── heart.csv ├── mnist │ └── mnist.npz └── titanic │ ├── test.csv │ └── train.csv ├── heart.doc ├── images ├── activation_functions │ ├── elu.png │ ├── linear.png │ ├── relu-selu-elu.png │ ├── relu.png │ └── tanh_sigmoid.jpeg ├── mse.svg └── wide_deep.jpg ├── logs ├── train │ ├── events.out.tfevents.1594999261.pss.6597.230.v2 │ ├── events.out.tfevents.1594999262.pss.profile-empty │ └── plugins │ │ └── profile │ │ └── 2020_07_17_15_21_02 │ │ ├── pss.input_pipeline.pb │ │ ├── pss.kernel_stats.pb │ │ ├── pss.overview_page.pb │ │ ├── pss.tensorflow_stats.pb │ │ └── pss.trace.json.gz └── validation │ └── events.out.tfevents.1594999263.pss.6597.4310.v2 ├── models ├── heart_model_json.h5 ├── heart_model_json.json ├── heart_model_method1.h5 ├── heart_model_yaml.h5 └── heart_model_yaml.yaml ├── tf_serving_model └── heart_model │ └── 1 │ ├── saved_model.pb │ └── variables │ ├── variables.data-00000-of-00001 │ └── variables.index ├── traing_ckpt ├── checkpoint ├── cp_01.ckpt.data-00000-of-00001 ├── cp_01.ckpt.index ├── cp_02.ckpt.data-00000-of-00001 ├── cp_02.ckpt.index ├── cp_03.ckpt.data-00000-of-00001 ├── cp_03.ckpt.index ├── cp_04.ckpt.data-00000-of-00001 ├── cp_04.ckpt.index ├── cp_05.ckpt.data-00000-of-00001 ├── cp_05.ckpt.index ├── cp_06.ckpt.data-00000-of-00001 ├── cp_06.ckpt.index ├── cp_07.ckpt.data-00000-of-00001 ├── cp_07.ckpt.index ├── cp_08.ckpt.data-00000-of-00001 ├── cp_08.ckpt.index ├── cp_09.ckpt.data-00000-of-00001 ├── cp_09.ckpt.index ├── cp_10.ckpt.data-00000-of-00001 └── cp_10.ckpt.index └── 未命名.ipynb /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /workspace.xml 3 | -------------------------------------------------------------------------------- /.idea/ant-learn-tensorflow.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peiss/ant-learn-tensorflow/HEAD/.idea/ant-learn-tensorflow.iml -------------------------------------------------------------------------------- /.idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peiss/ant-learn-tensorflow/HEAD/.idea/inspectionProfiles/profiles_settings.xml -------------------------------------------------------------------------------- /.idea/misc.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peiss/ant-learn-tensorflow/HEAD/.idea/misc.xml -------------------------------------------------------------------------------- /.idea/modules.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peiss/ant-learn-tensorflow/HEAD/.idea/modules.xml -------------------------------------------------------------------------------- /.idea/vcs.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peiss/ant-learn-tensorflow/HEAD/.idea/vcs.xml -------------------------------------------------------------------------------- /.ipynb_checkpoints/01. tensorflow读取csv训练DNN模型-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peiss/ant-learn-tensorflow/HEAD/.ipynb_checkpoints/01. tensorflow读取csv训练DNN模型-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/02. tensorflow读取numpy数据训练DNN模型-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/peiss/ant-learn-tensorflow/HEAD/.ipynb_checkpoints/02. tensorflow读取numpy数据训练DNN模型-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/03. 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