dogslover0 / tensorflow2_tutorials_chinese Public

forked from czy36mengfei/tensorflow2_tutorials_chinese

Notifications You must be signed in to change notification settings
Fork 0
Star 0

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

0 stars 2k forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
020-Eager		020-Eager
021-MLP		021-MLP
022-CNN		022-CNN
023-RNN		023-RNN
024-AutoEncoder		024-AutoEncoder
025-GAN		025-GAN
026-Transformer		026-Transformer
031-Image		031-Image
032-Text		032-Text
033-Estimators		033-Estimators
040-App		040-App
.gitignore		.gitignore
001-keras_overview.ipynb		001-keras_overview.ipynb
002-keras_function.ipynb		002-keras_function.ipynb
003-keras_training_and_evaluation.ipynb		003-keras_training_and_evaluation.ipynb
004-keras_write_layers_from_scratch.ipynb		004-keras_write_layers_from_scratch.ipynb
005-keras_saving_and_serializing_model.ipynb		005-keras_saving_and_serializing_model.ipynb
006-3-callback.ipynb		006-3-callback.ipynb
006-eager_execution.ipynb		006-eager_execution.ipynb
006-keras_and_rnn.ipynb		006-keras_and_rnn.ipynb
006-marking and padding.ipynb		006-marking and padding.ipynb
007-Ragged tensors.ipynb		007-Ragged tensors.ipynb
007-Tensor.ipynb		007-Tensor.ipynb
007-Variables.ipynb		007-Variables.ipynb
008-AutoGraph.ipynb		008-AutoGraph.ipynb
101-example_image_classification.ipynb		101-example_image_classification.ipynb
102-example_text_classification.ipynb		102-example_text_classification.ipynb
103-example_overfitting_and_underfitting.ipynb		103-example_overfitting_and_underfitting.ipynb
104-example_classify_structured_data.ipynb		104-example_classify_structured_data.ipynb
105-example_regression.ipynb		105-example_regression.ipynb
106-example_save_and_restore_models.ipynb		106-example_save_and_restore_models.ipynb
README.md		README.md

Repository files navigation

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新（不定期更新）

tensorflow 2.0 正式版已上线，后面将持续根据TensorFlow2的相关教程和学习资料。

最新tensorflow教程和相关资源，请关注微信公众号：DoitNLP，后面我会在DoitNLP上，持续更新深度学习、NLP、Tensorflow的相关教程和前沿资讯，它将成为我们一起学习tensorflow的大本营。

当前tensorflow版本：tensorflow2.0

最全Tensorflow 2.0 教程持续更新： https://zhuanlan.zhihu.com/p/59507137

本教程主要由tensorflow2.0官方教程的个人学习复现笔记整理而来，并借鉴了一些keras构造神经网络的方法，中文讲解，方便喜欢阅读中文教程的朋友，tensorflow官方教程：https://www.tensorflow.org

TensorFlow 2.0 教程- Keras 快速入门

TensorFlow 2.0 教程-keras 函数api

TensorFlow 2.0 教程-使用keras训练模型

TensorFlow 2.0 教程-用keras构建自己的网络层

TensorFlow 2.0 教程-keras模型保存和序列化

TensorFlow 2.0 教程-eager模式

TensorFlow 2.0 教程-Variables

TensorFlow 2.0 教程--AutoGraph

TensorFlow 2.0 深度学习实践

TensorFlow2.0 教程-图像分类

TensorFlow2.0 教程-文本分类

TensorFlow2.0 教程-过拟合和欠拟合

TensorFlow2.0教程-结构化数据分类

TensorFlow2.0教程-回归

TensorFlow2.0教程-保持和读取模型

TensorFlow 2.0 基础网络结构

TensorFlow2教程-基础MLP网络

TensorFlow2教程-MLP及深度学习常见技巧

TensorFlow2教程-基础CNN网络

TensorFlow2教程-CNN变体网络

TensorFlow2教程-文本卷积

TensorFlow2教程-LSTM和GRU

TensorFlow2教程-自编码器

TensorFlow2教程-卷积自编码器

TensorFlow2教程-词嵌入

TensorFlow2教程-DCGAN

TensorFlow2教程-使用Estimator构建Boosted trees

TensorFlow 2.0 安装

TensorFlow2教程-Ubuntu安装TensorFlow 2.0

TensorFlow2教程-Windows安装tensorflow2.0

完整tensorflow2.0教程代码请看tensorflow2.0：中文教程tensorflow2_tutorials_chinese(欢迎star)

更多TensorFlow 2.0 入门教程请持续关注专栏：Tensorflow2教程

深度学习入门书籍和资源推荐：https://zhuanlan.zhihu.com/p/65371424

About

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

Report repository

Releases

No releases published

Packages

No packages published

Languages

Jupyter Notebook 100.0%