├── .gitignore ├── 00-MXnet Basics └── basic.ipynb ├── 01-Linear Regression └── linear_regression.py ├── 02-Logistic Regression └── logistic_regression.py ├── 03-Neural Network └── neural network.py ├── 04-Convolution Neural Network └── convolution_network.py ├── 05-Recurrnet Neural Network └── recurrent_network.py ├── 06-Natural Language Process ├── N-Gram.py ├── bag-of-word.py └── seq-lstm.py ├── 08-AutoEncoder ├── Variational_autoencoder.py ├── conv_autoencoder.py └── simple_autoencoder.py ├── 09-Generative Adversarial network ├── conv_gan.py └── simple_gan.py └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | save_model 3 | data 4 | *.params 5 | .idea 6 | -------------------------------------------------------------------------------- /00-MXnet Basics/basic.ipynb: -------------------------------------------------------------------------------- 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