pytorch-sample-codes

This repo contains sample codes in pytorch

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