├── .gitignore ├── ContentFiltering_BERT_Embedding-like-gpu.ipynb ├── ContentFiltering_BERT_Embedding-like.ipynb ├── ContentFiltering_BERT_Embedding-reply.ipynb ├── ContentFiltering_BERT_Embedding-reply.py ├── ContentFiltering_BERT_Embedding-retweet-gpu.ipynb ├── ContentFiltering_BERT_Embedding-retweet-with-comment.ipynb ├── ContentFiltering_BERT_Embedding-retweet-with-comment.py ├── ContentFiltering_BERT_Embedding-retweet.ipynb ├── ContentFiltering_BERT_Embedding-retweet.py ├── ContentFiltering_BERT_Embedding.py ├── ContentFiltering_BERT_Embedding_Validation_Reply.ipynb ├── ContentFiltering_BERT_Embedding_Validation_Reply_GPU.ipynb ├── DivideInTrainValidationSet.ipynb ├── FeatureNumbers.ipynb ├── LanguageDistribution.ipynb ├── MetricsOnValidationSet_like.ipynb ├── MetricsOnValidationSet_reply.ipynb ├── MetricsOnValidationSet_retweet.ipynb ├── MetricsOnValidationSet_retweet_comment.ipynb ├── Prior_Probabilities.ipynb ├── README.md ├── SaveEmbeddings.py ├── SaveUserTokens.ipynb ├── SaveUserTokensValidation.ipynb ├── TextandLanguage.ipynb ├── TokensExceed512.ipynb ├── TweetText.ipynb ├── TweetText.py ├── Untitled.ipynb ├── Untitled1.ipynb ├── Untitled2.ipynb ├── Untitled3.ipynb ├── base_file.ipynb ├── bert_embeddings.ipynb ├── calculate_reply_score_bert_embeddings_gpu.py ├── classification_type_models ├── create_libsvm_input.ipynb ├── create_libsvm_input_server-train-test.ipynb ├── create_libsvm_input_server.ipynb ├── feature_set_0 │ ├── fm_like.ipynb │ ├── fm_reply.ipynb │ ├── fm_retweet-backup.ipynb │ ├── fm_retweet.ipynb │ └── fm_retweet_with_comment.ipynb ├── ffm_basefile.ipynb ├── fm_like-f1_set.ipynb ├── readme_fm_commands ├── remove_0.ipynb ├── scaled_features.ipynb └── train_ground_truth_labels.ipynb ├── competetion_submission_phase ├── fasttextembeddings_test.ipynb ├── ffm2fm.ipynb ├── prepare_data_for_like.ipynb ├── textfeaturesusingfasttextembeddings-test.ipynb └── textfeaturesusingfasttextembeddings-train.ipynb ├── count_engaging_users.ipynb ├── fast_text_embeddings ├── Untitled.ipynb ├── textfeaturesusingfasttextembeddings-test.ipynb ├── textfeaturesusingfasttextembeddings-train.ipynb ├── textfeaturesusingfasttextembeddings-train_set.ipynb └── textfeaturesusingfasttextembeddings.ipynb ├── feature_importance ├── Lasso.ipynb ├── Untitled.ipynb ├── Untitled1.ipynb ├── feature_selection_categorical_features_1.ipynb └── feature_selection_numerical_features.ipynb ├── handling_large_categorical_data ├── ConvertIntoLibFFMFormat.ipynb ├── ConvertIntoLibFFMFormat_1.ipynb ├── ConvertIntoLibFFMFormat_2.ipynb ├── DivideIntoTrainValidation_KeepDayIntoAccount.ipynb ├── Untitled.ipynb ├── Untitled1.ipynb ├── Untitled2-Copy1.ipynb ├── Untitled2.ipynb ├── Untitled3.ipynb ├── using_dask.ipynb ├── using_dict_vectorizer.ipynb ├── using_hash_vectorizer.ipynb └── using_pd_factorize.ipynb ├── metrics.ipynb ├── metrics.py ├── paper ├── RecSysChallenge2020.pdf └── recsys_challenge_2020.png ├── text_representation ├── fasttext_embeddings_test.ipynb ├── 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