{"id":28407168,"url":"https://github.com/rachine/emailprediction","last_synced_at":"2026-04-21T16:32:32.840Z","repository":{"id":93997118,"uuid":"81133673","full_name":"Rachine/EmailPrediction","owner":"Rachine","description":"NLP challenge - Emaill Prediction - ALTEGRAD course ","archived":false,"fork":false,"pushed_at":"2017-03-19T21:37:46.000Z","size":1232,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-11-02T21:08:07.668Z","etag":null,"topics":["data-science","kaggle","machine-learning","nlp"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Rachine.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":"Authors.md","dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2017-02-06T21:08:08.000Z","updated_at":"2020-08-10T11:28:46.000Z","dependencies_parsed_at":"2023-03-19T02:33:31.803Z","dependency_job_id":null,"html_url":"https://github.com/Rachine/EmailPrediction","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Rachine/EmailPrediction","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rachine%2FEmailPrediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rachine%2FEmailPrediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rachine%2FEmailPrediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rachine%2FEmailPrediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Rachine","download_url":"https://codeload.github.com/Rachine/EmailPrediction/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Rachine%2FEmailPrediction/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32100053,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-21T11:25:29.218Z","status":"ssl_error","status_checked_at":"2026-04-21T11:25:28.499Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-science","kaggle","machine-learning","nlp"],"created_at":"2025-06-02T00:30:18.743Z","updated_at":"2026-04-21T16:32:32.833Z","avatar_url":"https://github.com/Rachine.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# EmailPrediction\nNLP challenge - Emaill Prediction - ALTEGRAD course\n\n### Authors\n- Pauline Nicolas\n- Leo Treguer\n- [Rachid Riad](https://rachine.github.io/)\n\n### Code\n\nThis code is for the Kaggle Challenge for NLP class, we got 0.39075 as final score. To reproduce the result, all the utilities function are in [function.py](https://github.com/Rachine/EmailPrediction/blob/master/function.py) and to get the csv file launch [tfidf_centroid_model.py](https://github.com/Rachine/EmailPrediction/blob/master/tfidf_centroid_model.py).\n\n### References\n1]  Vitor R Carvalho and William Cohen.  Recommending recipients in the enron email corpus.Machine Learning,2007.\n\n[2]  David Graus,  David Van Dijk,  Manos Tsagkias,  Wouter Weerkamp,  and Maarten De Rijke.  Recipient recom-mendation in enterprises using communication graphs and email content. InProceedings of the 37th internationalACM SIGIR conference on Research \u0026 development in information retrieval, pages 1079–1082. ACM, 2014.\n\n### Acknowledgments\nA part of the code is taken from this [Scikit Learn Examples](http://scikit-learn.org/).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frachine%2Femailprediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frachine%2Femailprediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frachine%2Femailprediction/lists"}