<p align="center">
<a href="https://www.tensorflow.org/" target="_blank">
<img width="40%" src="https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/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://morvanzhou.github.io/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](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf5_example2/full_code.py)
* [Session](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow6_session.py)
* [Variable](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow7_variable.py)
* [Placeholder](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow8_feeds.py)
* Build your first NN
* [Adding layer](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tensorflow10_def_add_layer.py)
* [Build NN](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf11_build_network/full_code.py)
* [Visualize update](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf12_plot_result/full_code.py)
* Tensorboard
* [Visualization 1](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf14_tensorboard/full_code.py)
* [Visualization 2](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf15_tensorboard/full_code.py)
* [Classification](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf16_classification/full_code.py)
* [Overfitting and dropout](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf17_dropout/full_code.py)
* [Save Network](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf19_saver.py)
* CNN
* [CNN layers](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf18_CNN2/full_code.py)
* [CNN training](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf18_CNN3/full_code.py)
* RNN
* [Classification](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf20_RNN2/full_code.py)
* [Regression](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf20_RNN2.2/full_code.py)
* [Autoencoder](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf21_autoencoder/full_code.py)
* Scope
* [Scope in TF](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf22_scope/tf22_scope.py)
* [Training Testing for RNN](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/tf22_scope/tf22_RNN_scope.py)
* [Batch Normalization](https://github.com/MorvanZhou/tutorials/blob/master/tensorflowTUT/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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<a href="https://www.patreon.com/morvan">
<img src="https://morvanzhou.github.io/static/img/support/patreon.jpg"
alt="Patreon"
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tutorials-master(莫烦全部教程代码).r (138个子文件)
student.csv 275B
welcome.gif 77KB
welcome.gif 77KB
welcome.gif 77KB
.gitignore 5B
logo.jpeg 6KB
LICENCE 1KB
README.md 4KB
README.md 3KB
README.md 2KB
README.md 2KB
README.md 2KB
README.md 2KB
README.md 1KB
片头.png 54KB
full_code.py 7KB
tf23_BN.py 6KB
full_code.py 6KB
tf22_RNN_scope.py 5KB
full_code.py 5KB
tk15_login_example.py 4KB
full_code.py 4KB
full_code.py 3KB
17_merge.py 3KB
full_code.py 3KB
6-CNN_example.py 3KB
full_code.py 3KB
full_code.py 2KB
7-RNN_Classifier_example.py 2KB
tensorflow12_plut_result.py 2KB
full_code.py 2KB
theano3_what_does_ML_do.py 2KB
full_code.py 2KB
full_code.py 2KB
full_code.py 2KB
plt14_3d.py 2KB
9-Autoencoder_example.py 2KB
8-RNN_LSTM_Regressor_example.py 2KB
for_you_to_practice.py 2KB
full_code.py 2KB
tf22_scope.py 2KB
full_code.py 2KB
tk14_login_example.py 2KB
tensorflow11_build_network.py 2KB
full_code.py 2KB
for_you_to_practice.py 2KB
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5-classifier_example.py 2KB
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plt19_animation.py 2KB
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for_you_to_practice.py 2KB
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16_concat.py 1KB
plt16_grid_subplot.py 1KB
plt15_subplot.py 1KB
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plt11_bar.py 1KB
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tk7_checkbutton.py 1KB
plt9_tick_visibility.py 1KB
plt5_ax_setting1.py 1005B
3-backend.py 1005B
plt13_image.py 992B
plt12_contours.py 982B
theano4_basic_usage.py 948B
tensorflow7_variable.py 945B
tk5_radiobutton.py 928B
12_selection.py 922B
thread5_GIL.py 920B
18_plot.py 919B
sk11_save.py 887B
tk8_canvas.py 871B
tk12_position.py 859B
theano2_install.py 856B
tk4_listbox.py 851B
tk2_label_button.py 835B
2-installation.py 826B
sk4_learning_pattern.py 819B
sk5_datasets.py 803B
tk3_entry_text.py 789B
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