GitHub - Eric-Xu/headline_ctr_prediction: Predict headline click-through-rates via Python's machine learning libraries

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Predict headline click-through-rates via Python's machine learning libraries

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Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
.ipynb_checkpoints		.ipynb_checkpoints
datasets		datasets
presentation		presentation
.DS_Store		.DS_Store
.gitignore		.gitignore
count_vec_join_example.ipynb		count_vec_join_example.ipynb
ex_pca_linreg.ipynb		ex_pca_linreg.ipynb
exu_term_project_proposal.txt		exu_term_project_proposal.txt
fetch_livewire_data1.rb		fetch_livewire_data1.rb
fetch_livewire_data2.rb		fetch_livewire_data2.rb
ignored_livewire_articles.txt		ignored_livewire_articles.txt
kfolds_out_of_bounds.ipynb		kfolds_out_of_bounds.ipynb
kfolds_out_of_bounds_mholt.ipynb		kfolds_out_of_bounds_mholt.ipynb
kfolds_out_of_bounds_solution.ipynb		kfolds_out_of_bounds_solution.ipynb
lw_bayes.ipynb		lw_bayes.ipynb
lw_countvec.ipynb		lw_countvec.ipynb
lw_custom_pipelines.ipynb		lw_custom_pipelines.ipynb
lw_eda.ipynb		lw_eda.ipynb
lw_kmeans.ipynb		lw_kmeans.ipynb
lw_pos.ipynb		lw_pos.ipynb
lw_predict_proba.ipynb		lw_predict_proba.ipynb
lw_rforest.ipynb		lw_rforest.ipynb
lw_tfidf.ipynb		lw_tfidf.ipynb
lw_topic_modeling.ipynb		lw_topic_modeling.ipynb
methodology_summary		methodology_summary
mm_combined_csv.ipynb		mm_combined_csv.ipynb
nytimes_articles_api.txt		nytimes_articles_api.txt
nytimes_semantic_api.txt		nytimes_semantic_api.txt
nytimes_tags_api.txt		nytimes_tags_api.txt
parsely_api.txt		parsely_api.txt
parti_data_collection.ipynb		parti_data_collection.ipynb
parti_data_munging.ipynb		parti_data_munging.ipynb
parti_modeling.ipynb		parti_modeling.ipynb
partii_modeling.ipynb		partii_modeling.ipynb
plan_of_action.txt		plan_of_action.txt
politics_tags.txt		politics_tags.txt