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1 |
| -# Python Theano methods and tutorials |
| 1 | +# Python Keras methods and tutorials |
2 | 2 |
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3 | 3 | All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://morvanzhou.github.io/tutorials/) for more.
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4 | 4 |
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5 | 5 |
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6 |
| -* [Install](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano2_install.py) |
7 |
| -* [Example of Machine Learning](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano3_what_does_ML_do.py) |
8 |
| -* Basic |
9 |
| - * [Basic Usage](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano4_basic_usage.py) |
10 |
| - * [Function](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano5_function.py) |
11 |
| - * [Shared Variable](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano6_shared_variable.py) |
12 |
| - * [Activation Function](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano7_activation_function.py) |
13 |
| -* Build a Network |
14 |
| - * [Layer](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano8_Layer_class.py) |
15 |
| - * [Regression](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano9_regression_nn/full_code.py) |
16 |
| - * [Visualize Regression](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano10_regression_visualization/full_code.py) |
17 |
| - * [Classification](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano11_classification_nn/full_code.py) |
18 |
| - * [Regularization](https://github.com/MorvanZhou/tutorials/tree/master/theanoTUT/theano12_regularization) |
19 |
| - * [Save model](https://github.com/MorvanZhou/tutorials/blob/master/theanoTUT/theano13_save/full_code.py) |
| 6 | +* [Install](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/2-installation.py) |
| 7 | +* [Backend (Tensorflow/Theano)](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/3-backend.py) |
| 8 | +* Networks |
| 9 | + * [Simple Regressor](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/4-regressor_example.py) |
| 10 | + * [Simple Classifier](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/5-classifier_example.py) |
| 11 | + * [CNN](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/6-CNN_example.py) |
| 12 | + * [RNN classifier](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/7-RNN_Classifier_example.py) |
| 13 | + * [RNN LSTM regressor](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/8-RNN_LSTM_Regressor_example.py) |
| 14 | + * [Autoencoder](https://github.com/MorvanZhou/tutorials/blob/master/kerasTUT/9-Autoencoder_example.py) |
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