{"id":18646911,"url":"https://github.com/jonad/quora_w2v","last_synced_at":"2026-04-11T11:02:21.595Z","repository":{"id":129494183,"uuid":"101792422","full_name":"jonad/quora_w2v","owner":"jonad","description":"In-domain word embedding using Quora dataset.","archived":false,"fork":false,"pushed_at":"2017-09-05T01:03:58.000Z","size":12,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-10-19T18:51:47.490Z","etag":null,"topics":["gensim-word2vec","matplotlib","numpy","pandas","python3"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jonad.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-08-29T18:17:34.000Z","updated_at":"2017-11-29T01:20:58.000Z","dependencies_parsed_at":"2023-06-11T11:15:10.568Z","dependency_job_id":null,"html_url":"https://github.com/jonad/quora_w2v","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jonad/quora_w2v","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fquora_w2v","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fquora_w2v/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fquora_w2v/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fquora_w2v/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jonad","download_url":"https://codeload.github.com/jonad/quora_w2v/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fquora_w2v/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31677819,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-11T08:18:19.405Z","status":"ssl_error","status_checked_at":"2026-04-11T08:17:08.892Z","response_time":54,"last_error":"SSL_read: 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":["gensim-word2vec","matplotlib","numpy","pandas","python3"],"created_at":"2024-11-07T06:23:26.907Z","updated_at":"2026-04-11T11:02:21.579Z","avatar_url":"https://github.com/jonad.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Project: Word embeddings on quora dataset.\n## Project Overview\nIn this project, I will apply a word embeddings technique called [word2vec](https://en.wikipedia.org/wiki/Word2vec) on [quora dataset](https://www.kaggle.com/c/quora-question-pairs/data) to transform text data into numbers suitable for use in a machine learning task.\n\n##  Software and Libraries\nThis project requires **Python 3.6** and the following Python libraries installed:\n- [NumPy](http://www.numpy.org/)\n- [Pandas](http://pandas.pydata.org)\n- [matplotlib](http://matplotlib.org/)\n- [gensim](https://radimrehurek.com/gensim/index.html)\n\n## Run\nIn a terminal or command window, navigate to the top-level project directory `quora_w2v/` (that contains this README) and run one of the following commands:\n\n```bash\nipython notebook quoraw2v.ipynb\n```  \nor\n```bash\njupyter notebook cnn_quora.ipynb\n```\n\nThis will open the Jupyter Notebook software and project file in your browser.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjonad%2Fquora_w2v","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjonad%2Fquora_w2v","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjonad%2Fquora_w2v/lists"}