├── .gitignore ├── 1-Theano-XOR.ipynb ├── 2-Keras-XOR.ipynb ├── 3-Word-Embeddings.ipynb ├── 4-Recurrent-Networks.ipynb ├── 5-Attentional-RNNs.ipynb ├── README.md ├── images ├── attention.png ├── attention_lstm.png ├── basic_rnn_graphic.png ├── gru_graphic.png ├── hype_train.png ├── karpathy_rnn.jpeg ├── lstm_graphic.png └── rnn_grads.gif └── install.sh /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/.gitignore -------------------------------------------------------------------------------- /1-Theano-XOR.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/1-Theano-XOR.ipynb -------------------------------------------------------------------------------- /2-Keras-XOR.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/2-Keras-XOR.ipynb -------------------------------------------------------------------------------- /3-Word-Embeddings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/3-Word-Embeddings.ipynb -------------------------------------------------------------------------------- /4-Recurrent-Networks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/4-Recurrent-Networks.ipynb -------------------------------------------------------------------------------- /5-Attentional-RNNs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/5-Attentional-RNNs.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/README.md -------------------------------------------------------------------------------- /images/attention.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/images/attention.png -------------------------------------------------------------------------------- /images/attention_lstm.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/images/attention_lstm.png -------------------------------------------------------------------------------- /images/basic_rnn_graphic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/images/basic_rnn_graphic.png -------------------------------------------------------------------------------- /images/gru_graphic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/images/gru_graphic.png -------------------------------------------------------------------------------- /images/hype_train.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/images/hype_train.png -------------------------------------------------------------------------------- /images/karpathy_rnn.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/images/karpathy_rnn.jpeg -------------------------------------------------------------------------------- /images/lstm_graphic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/images/lstm_graphic.png -------------------------------------------------------------------------------- /images/rnn_grads.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/images/rnn_grads.gif -------------------------------------------------------------------------------- /install.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codekansas/pydata-carolinas-2016/HEAD/install.sh --------------------------------------------------------------------------------