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reproduce_word_rnn_results
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reproduce_word_rnn_results
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### Running RNNs
python2 rnn_tensorflow.py -embeds stock -dataset toxic -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset toxic -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset attack -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset attack -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset toxic -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -bd -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset toxic -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -bd -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset attack -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -bd -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset attack -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -bd -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset toxic -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset toxic -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset attack -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset attack -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset toxic -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset toxic -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset attack -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_tensorflow.py -embeds stock -dataset attack -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
### Doing baselines and getting all results
python2 logistic_baseline_tensorflow_refresh.py -nettype zero -dataset toxic -reglevel 0
python2 logistic_baseline_tensorflow_refresh.py -nettype zero -dataset attack -reglevel 0
python2 sigmoid_baseline_tensorflow_refresh.py -nettype zero -dataset toxic -reglevel 0
python2 sigmoid_baseline_tensorflow_refresh.py -nettype zero -dataset attack -reglevel 0
python 2 consolidate_baseline_results.py
### Getting attention scores and top category comments from -bd -lstm models
python2 rnn_tensorflow_save_output.py -embeds stock -dataset toxic -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_tensorflow_save_output.py -embeds stock -dataset toxic -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_tensorflow_save_output.py -embeds stock -dataset attack -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_tensorflow_save_output.py -embeds stock -dataset attack -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_results.py -embeds stock -dataset toxic -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_results.py -embeds stock -dataset toxic -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_results.py -embeds stock -dataset attack -cell gru -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_results.py -embeds stock -dataset attack -cell lstm -adapt_lr -tag refresh -sigmoid -nepochs 5 -attn -bd -max_length 150
### Doing best word-level rnns with custom embeddings
python2 rnn_tensorflow.py -embeds ours -dataset attack -cell lstm -adapt_lr -sigmoid -nepochs 5 -attn -bd -max_length 150
python2 rnn_tensorflow.py -embeds ours -dataset toxic -cell gru -adapt_lr -sigmoid -nepochs 5 -attn -bd -max_length 150