Skip to content

sumitsidana/recsys_challenge_2020

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

122 Commits
classification_type_models
classification_type_models
 
 
competetion_submission_phase
competetion_submission_phase
 
 
fast_text_embeddings
fast_text_embeddings
 
 
feature_importance
feature_importance
 
 
handling_large_categorical_data
handling_large_categorical_data
 
 
paper
paper
 
 
text_representation
text_representation
 
 
.gitignore
.gitignore
 
 
ContentFiltering_BERT_Embedding-like-gpu.ipynb
ContentFiltering_BERT_Embedding-like-gpu.ipynb
 
 
ContentFiltering_BERT_Embedding-like.ipynb
ContentFiltering_BERT_Embedding-like.ipynb
 
 
ContentFiltering_BERT_Embedding-reply.ipynb
ContentFiltering_BERT_Embedding-reply.ipynb
 
 
ContentFiltering_BERT_Embedding-reply.py
ContentFiltering_BERT_Embedding-reply.py
 
 
ContentFiltering_BERT_Embedding-retweet-gpu.ipynb
ContentFiltering_BERT_Embedding-retweet-gpu.ipynb
 
 
ContentFiltering_BERT_Embedding-retweet-with-comment.ipynb
ContentFiltering_BERT_Embedding-retweet-with-comment.ipynb
 
 
ContentFiltering_BERT_Embedding-retweet-with-comment.py
ContentFiltering_BERT_Embedding-retweet-with-comment.py
 
 
ContentFiltering_BERT_Embedding-retweet.ipynb
ContentFiltering_BERT_Embedding-retweet.ipynb
 
 
ContentFiltering_BERT_Embedding-retweet.py
ContentFiltering_BERT_Embedding-retweet.py
 
 
ContentFiltering_BERT_Embedding.py
ContentFiltering_BERT_Embedding.py
 
 
ContentFiltering_BERT_Embedding_Validation_Reply.ipynb
ContentFiltering_BERT_Embedding_Validation_Reply.ipynb
 
 
ContentFiltering_BERT_Embedding_Validation_Reply_GPU.ipynb
ContentFiltering_BERT_Embedding_Validation_Reply_GPU.ipynb
 
 
DivideInTrainValidationSet.ipynb
DivideInTrainValidationSet.ipynb
 
 
FeatureNumbers.ipynb
FeatureNumbers.ipynb
 
 
LanguageDistribution.ipynb
LanguageDistribution.ipynb
 
 
MetricsOnValidationSet_like.ipynb
MetricsOnValidationSet_like.ipynb
 
 
MetricsOnValidationSet_reply.ipynb
MetricsOnValidationSet_reply.ipynb
 
 
MetricsOnValidationSet_retweet.ipynb
MetricsOnValidationSet_retweet.ipynb
 
 
MetricsOnValidationSet_retweet_comment.ipynb
MetricsOnValidationSet_retweet_comment.ipynb
 
 
Prior_Probabilities.ipynb
Prior_Probabilities.ipynb
 
 
README.md
README.md
 
 
SaveEmbeddings.py
SaveEmbeddings.py
 
 
SaveUserTokens.ipynb
SaveUserTokens.ipynb
 
 
SaveUserTokensValidation.ipynb
SaveUserTokensValidation.ipynb
 
 
TextandLanguage.ipynb
TextandLanguage.ipynb
 
 
TokensExceed512.ipynb
TokensExceed512.ipynb
 
 
TweetText.ipynb
TweetText.ipynb
 
 
TweetText.py
TweetText.py
 
 
Untitled.ipynb
Untitled.ipynb
 
 
Untitled1.ipynb
Untitled1.ipynb
 
 
Untitled2.ipynb
Untitled2.ipynb
 
 
Untitled3.ipynb
Untitled3.ipynb
 
 
base_file.ipynb
base_file.ipynb
 
 
bert_embeddings.ipynb
bert_embeddings.ipynb
 
 
calculate_reply_score_bert_embeddings_gpu.py
calculate_reply_score_bert_embeddings_gpu.py
 
 
count_engaging_users.ipynb
count_engaging_users.ipynb
 
 
metrics.ipynb
metrics.ipynb
 
 
metrics.py
metrics.py
 
 
topic_modelling.ipynb
topic_modelling.ipynb
 
 
user_language_distribution.ipynb
user_language_distribution.ipynb
 
 
user_reply_score.ipynb
user_reply_score.ipynb
 
 
user_reply_score.py
user_reply_score.py
 
 

Repository files navigation

recsys_challenge_2020

This repository contains the code for 4th place solution for approach to RecSys Challenge 2020.

Team Members

Sumit Sidana

Paper

GitHub Logo

Models

This repository uses:

  • Factorization Machines
  • Field-Aware Factorization Machines

About

This repository contains the code for 4th place solution for approach to RecSys Challenge 2020.

Topics

recommender-system recommendation-algorithms twitter-recommendation-algorithm recsys2020

Resources

Readme
Activity

Stars

18 stars

Watchers

1 watching

Forks

5 forks
Report repository

Releases

No releases published

Packages

 
 
 

Contributors

Languages