{"id":17030455,"url":"https://github.com/vsoch/wikipedia-equations","last_synced_at":"2025-03-22T20:42:42.780Z","repository":{"id":141668093,"uuid":"165427328","full_name":"vsoch/wikipedia-equations","owner":"vsoch","description":"word2vec embeddings for statistics and math equations from Wikipedia ","archived":false,"fork":false,"pushed_at":"2019-10-07T16:57:47.000Z","size":43126,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-28T00:36:10.801Z","etag":null,"topics":["embeddings","equations","math","staistics","wikipedia","word2vec"],"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/vsoch.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":"2019-01-12T19:27:44.000Z","updated_at":"2020-07-27T12:31:24.000Z","dependencies_parsed_at":null,"dependency_job_id":"bee6b804-b14c-448f-8637-3cea8912eca9","html_url":"https://github.com/vsoch/wikipedia-equations","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vsoch%2Fwikipedia-equations","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vsoch%2Fwikipedia-equations/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vsoch%2Fwikipedia-equations/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vsoch%2Fwikipedia-equations/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vsoch","download_url":"https://codeload.github.com/vsoch/wikipedia-equations/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245020314,"owners_count":20548156,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["embeddings","equations","math","staistics","wikipedia","word2vec"],"created_at":"2024-10-14T08:06:58.644Z","updated_at":"2025-03-22T20:42:42.752Z","avatar_url":"https://github.com/vsoch.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Equation Mapping\n\n[![DOI](https://zenodo.org/badge/165427328.svg)](https://zenodo.org/badge/latestdoi/165427328)\n\nThis is a dataset that uses word2vec to extract embeddings to describe equations\nfrom statistics and math articles from wikipedia. We will do this for groups of links\nthat generally fall into these categories:\n\n - [statistics](statistics)\n - [mathematics](math)\n\nFor the first, we use a list of statistics articles. For the second, we do a \nbest effort to parse pages of math topics. You are free to use the vectors\nfor your analysis and efforts! Here are some interesting questions:\n\n 1. Can you build a model to predict an equation from one or more terms?\n 2. Can you predict terms from equations?\n\nPlease reference the README.md in each folder for further details.\n\n## 1. Install Requirements\n\nIf you intend to try to recreate the data, for both, you need to first \ninstall requirements, including a few libraries I created as a graduate\nstudent, [wordfish](https://vsoch.github.io/2016/2016-wordfish/) and \n[repofish](https://pypi.org/project/repofish/)\nwordfish is a small library that uses gensim to run word2vec, and repofish uses it\nto parse various internet resources for words, etc.\n\n```bash\npip install -r requirements.txt\n```\n\nThen continue with instructions in the subfolder of choice. The steps are generally the same,\nbut the second (math) was developed after statistics.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvsoch%2Fwikipedia-equations","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvsoch%2Fwikipedia-equations","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvsoch%2Fwikipedia-equations/lists"}