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__pycache__
__pycache__
 
 
.DS_Store
.DS_Store
 
 
.gitignore
.gitignore
 
 
README
README
 
 
README.md
README.md
 
 
attack_smiss_results.csv
attack_smiss_results.csv
 
 
attack_tmiss_results.csv
attack_tmiss_results.csv
 
 
attack_twin_results.csv
attack_twin_results.csv
 
 
auc_scores.csv
auc_scores.csv
 
 
auc_scores_attack.csv
auc_scores_attack.csv
 
 
auc_scores_rnn_attack.csv
auc_scores_rnn_attack.csv
 
 
auc_scores_rnn_toxic.csv
auc_scores_rnn_toxic.csv
 
 
char_embeds.txt
char_embeds.txt
 
 
char_model.py
char_model.py
 
 
diagnostics.py
diagnostics.py
 
 
get_char_embeddings.py
get_char_embeddings.py
 
 
glove.py
glove.py
 
 
gru_baseline_keras_perclass.py
gru_baseline_keras_perclass.py
 
 
keras_attention.py
keras_attention.py
 
 
logistic_baseline_sklearn.py
logistic_baseline_sklearn.py
 
 
logistic_baseline_tensorflow.py
logistic_baseline_tensorflow.py
 
 
logistic_baseline_tensorflow_refresh.py
logistic_baseline_tensorflow_refresh.py
 
 
naive_bayes.py
naive_bayes.py
 
 
project_utils.py
project_utils.py
 
 
random_forest.py
random_forest.py
 
 
random_forest_results.txt
random_forest_results.txt
 
 
replicate_char_results
replicate_char_results
 
 
reproduce_word_rnn_results
reproduce_word_rnn_results
 
 
requirements.txt
requirements.txt
 
 
rf_baseline_sklearn.py
rf_baseline_sklearn.py
 
 
rnn_cell.py
rnn_cell.py
 
 
rnn_results.py
rnn_results.py
 
 
rnn_save_output.py
rnn_save_output.py
 
 
rnn_tensorflow.py
rnn_tensorflow.py
 
 
rnn_tensorflow_save_output.py
rnn_tensorflow_save_output.py
 
 
run_all
run_all
 
 
run_all_glove
run_all_glove
 
 
run_all_rnn
run_all_rnn
 
 
sigmoid_baseline_tensorflow.py
sigmoid_baseline_tensorflow.py
 
 
sigmoid_baseline_tensorflow_refresh.py
sigmoid_baseline_tensorflow_refresh.py
 
 
word_embeddings.py
word_embeddings.py
 
 

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cs224n-final-project

To reproduce baseline and word-level RNN results:

$ bash reproduce_word_rnn_results

To generate the GloVe embeddings used in the experiments:

$ bash run_all_glove

To reproduce the character-level RNN results:

$ bash replicate_char_results

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