├── .gitignore ├── README.md ├── attention_rnn.py ├── bidirectional_rnn.py ├── bigram_model.py ├── cost.png ├── gru_rnn.py ├── perfect_model.py ├── plot_cost_convergence.R ├── reber_grammar.py ├── rnn.py ├── simple_rnn.py ├── stats_to_tsv.py ├── uniform_model.py ├── unigram_model.py └── util.py /.gitignore: -------------------------------------------------------------------------------- 1 | *~ 2 | *out 3 | *tsv 4 | *pyc 5 | *cost 6 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/README.md -------------------------------------------------------------------------------- /attention_rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/attention_rnn.py -------------------------------------------------------------------------------- /bidirectional_rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/bidirectional_rnn.py -------------------------------------------------------------------------------- /bigram_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/bigram_model.py -------------------------------------------------------------------------------- /cost.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/cost.png -------------------------------------------------------------------------------- /gru_rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/gru_rnn.py -------------------------------------------------------------------------------- /perfect_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/perfect_model.py -------------------------------------------------------------------------------- /plot_cost_convergence.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/plot_cost_convergence.R -------------------------------------------------------------------------------- /reber_grammar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/reber_grammar.py -------------------------------------------------------------------------------- /rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/rnn.py -------------------------------------------------------------------------------- /simple_rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/simple_rnn.py -------------------------------------------------------------------------------- /stats_to_tsv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/stats_to_tsv.py -------------------------------------------------------------------------------- /uniform_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/uniform_model.py -------------------------------------------------------------------------------- /unigram_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/unigram_model.py -------------------------------------------------------------------------------- /util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/matpalm/rnn_lm/HEAD/util.py --------------------------------------------------------------------------------