- basics.py : contains the simple 2 layer network implemented in numpy and pytorch
- static_graph.py : contains the same 2 layer network implemented in tensorflow
- classify.py : char-rnn based classification model to classify surnames for 18 languages
- generate.py : char-rnn based generation model to generate surnames from a language code blog post
- simple_vae.py : Simple implementation of Variational Autoencoder
- conditional_vae.py : contains the implementation of Conditional Variational Autoencoder blog post
- hidden_rnn.py : contains the implementation of relation between hidden states and outputs of rnn blog post
- allennlp_basics.py : contains the implementation of pos tagging using allennlp