iwhitey / Bot-Detection Public

Twitter bot detection software based on Machine Learning

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Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
plots		plots
.gitignore		.gitignore
Bot Detection from a single Tweet.pdf		Bot Detection from a single Tweet.pdf
README.md		README.md
baseline.ipynb		baseline.ipynb
bert_mle.py		bert_mle.py
bert_preprocess.py		bert_preprocess.py
dataset.py		dataset.py
early_stopping.ipynb		early_stopping.ipynb
evaulate.py		evaulate.py
feat_eng.ipynb		feat_eng.ipynb
feateng_preproc_plots.ipynb		feateng_preproc_plots.ipynb
feateng_train.ipynb		feateng_train.ipynb
glove.py		glove.py
glove_preprocess.py		glove_preprocess.py
models.py		models.py
pan19_df_clean_test_glove.pkl		pan19_df_clean_test_glove.pkl
pan19_df_clean_test_no_uris.pkl		pan19_df_clean_test_no_uris.pkl
pan19_df_clean_train_glove.pkl		pan19_df_clean_train_glove.pkl
pan19_df_clean_train_no_uris.pkl		pan19_df_clean_train_no_uris.pkl
preproc.ipynb		preproc.ipynb
pytorchtools.py		pytorchtools.py
requirements.txt		requirements.txt
sentence_embeds_variance_analysis.ipynb		sentence_embeds_variance_analysis.ipynb
train_deep.py		train_deep.py