<p align="center">
<a href="https://www.tensorflow.org/" target="_blank">
<img width="40%" src="logo.jpeg" style="max-width:100%;">
</a>
</p>
---
<br>
### This tutorial codes are old, so I made a [new series of Tensorflow tutorial](https://github.com/MorvanZhou/Tensorflow-Tutorial). In the new tutorials, codes are updated, contents are better organized. If you like that, please star it!
# Tensorflow Tutorials
In these tutorials for Tensorflow, we will build our first Neural Network and try to build some advanced Neural Network architectures developed recent years.
All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://mofanpy.com/tutorials/) for more.
If you speak Chinese, you can watch my [Youtube channel](https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg) as well.
**As many requests about making these tutorials available in English, please find them in this playlist:** ([https://www.youtube.com/playlist?list=PLXO45tsB95cJHXaDKpbwr5fC_CCYylw1f](https://www.youtube.com/playlist?list=PLXO45tsB95cJHXaDKpbwr5fC_CCYylw1f))
* Tensorflow Basic
* [Basic example](tf5_example2/full_code.py)
* [Session](tensorflow6_session.py)
* [Variable](tensorflow7_variable.py)
* [Placeholder](tensorflow8_feeds.py)
* Build your first NN
* [Adding layer](tensorflow10_def_add_layer.py)
* [Build NN](tf11_build_network/full_code.py)
* [Visualize update](tf12_plot_result/full_code.py)
* Tensorboard
* [Visualization 1](tf14_tensorboard/full_code.py)
* [Visualization 2](tf15_tensorboard/full_code.py)
* [Classification](tf16_classification/full_code.py)
* [Overfitting and dropout](tf17_dropout/full_code.py)
* [Save Network](tf19_saver.py)
* CNN
* [CNN layers](tf18_CNN2/full_code.py)
* [CNN training](tf18_CNN3/full_code.py)
* RNN
* [Classification](tf20_RNN2/full_code.py)
* [Regression](tf20_RNN2.2/full_code.py)
* [Autoencoder](tf21_autoencoder/full_code.py)
* Scope
* [Scope in TF](tf22_scope/tf22_scope.py)
* [Training Testing for RNN](tf22_scope/tf22_RNN_scope.py)
* [Batch Normalization](tf23_BN/tf23_BN.py)
# Donation
*If this does help you, please consider donating to support me for better tutorials. Any contribution is greatly appreciated!*
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Python 基础 基础 多线程 threading 多进程 multiprocessing 简单窗口 tkinter 机器学习 有趣的机器学习 强化学习 (Reinforcement Learning) 进化算法 (Evolutionary Algorithm) 如遗传算法等 Tensorflow (神经网络) PyTorch (神经网络) Theano (神经网络) Keras (快速神经网络) Scikit-Learn (机器学习) 机器学习实战 数据处理 Numpy & Pandas (处理数据) Matplotlib (绘图) 爬虫 其他 Git (版本管理) Linux 简易教学 赞助和支持
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莫烦Python 只是谐音, 我喜欢制作, 分享所学的东西, 所以你能在这里找到很多有用的东西, 少走弯路. 你能在这里找到关 (153个子文件)
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welcome.gif 77KB
welcome.gif 77KB
welcome.gif 77KB
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.gitignore 5B
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t10k-labels-idx1-ubyte.gz 4KB
36_regex.ipynb 13KB
36_regex-checkpoint.ipynb 13KB
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README.md 2KB
README.md 2KB
README.md 1KB
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events.out.tfevents.1509756156.Morvan 297KB
events.out.tfevents.1509756112.Morvan 297KB
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events.out.tfevents.1493818762.Morvan 280KB
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full_code.py 5KB
tk15_login_example.py 4KB
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plt13_image.py 992B
plt12_contours.py 982B
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