{"id":18842365,"url":"https://github.com/lusinlu/fast-kraskov-mutual-information-estimation","last_synced_at":"2025-09-03T06:31:30.650Z","repository":{"id":40965720,"uuid":"254312393","full_name":"lusinlu/fast-kraskov-mutual-information-estimation","owner":"lusinlu","description":"Kraskov mutual information estimation based on approximate nearest neighbours ","archived":false,"fork":false,"pushed_at":"2023-07-06T21:50:05.000Z","size":8,"stargazers_count":5,"open_issues_count":2,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-11-08T02:54:27.226Z","etag":null,"topics":["entropy","mutual-information","python"],"latest_commit_sha":null,"homepage":"","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/lusinlu.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}},"created_at":"2020-04-09T08:19:36.000Z","updated_at":"2024-04-09T18:03:39.000Z","dependencies_parsed_at":"2022-08-27T03:05:59.970Z","dependency_job_id":null,"html_url":"https://github.com/lusinlu/fast-kraskov-mutual-information-estimation","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lusinlu%2Ffast-kraskov-mutual-information-estimation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lusinlu%2Ffast-kraskov-mutual-information-estimation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lusinlu%2Ffast-kraskov-mutual-information-estimation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lusinlu%2Ffast-kraskov-mutual-information-estimation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lusinlu","download_url":"https://codeload.github.com/lusinlu/fast-kraskov-mutual-information-estimation/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":231850332,"owners_count":18435813,"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":["entropy","mutual-information","python"],"created_at":"2024-11-08T02:54:29.356Z","updated_at":"2024-12-30T11:23:54.410Z","avatar_url":"https://github.com/lusinlu.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Kraskov mutual information.\nKraskov mutual information estimation between continious and discrete variables, \nbased on approximate nearest neighbors calculation.\n\n# Description\nimplementation of [\"Mutual Information between Discrete and Continuous\nData Sets\"](https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0087357\u0026type=printable), based on public library [faiss](https://github.com/facebookresearch/faiss), for faster\nnearest neighbors calculation.\n\n# Installation\n``` pip install -r requirements.txt```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flusinlu%2Ffast-kraskov-mutual-information-estimation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flusinlu%2Ffast-kraskov-mutual-information-estimation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flusinlu%2Ffast-kraskov-mutual-information-estimation/lists"}