{"id":21236665,"url":"https://github.com/maxg87/chatterjee-correlations","last_synced_at":"2025-06-17T20:45:06.835Z","repository":{"id":238680631,"uuid":"797226308","full_name":"MaxG87/chatterjee-correlations","owner":"MaxG87","description":"One-off script to explore Chatterjee Correlation","archived":false,"fork":false,"pushed_at":"2024-05-07T12:52:45.000Z","size":20,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-15T03:14:02.206Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MaxG87.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":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-05-07T12:41:57.000Z","updated_at":"2024-05-07T12:52:49.000Z","dependencies_parsed_at":"2024-05-07T13:43:39.997Z","dependency_job_id":"bf247c0e-a4b3-44df-a332-29a9514aefb2","html_url":"https://github.com/MaxG87/chatterjee-correlations","commit_stats":null,"previous_names":["maxg87/chatterjee-correlations"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MaxG87/chatterjee-correlations","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxG87%2Fchatterjee-correlations","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxG87%2Fchatterjee-correlations/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxG87%2Fchatterjee-correlations/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxG87%2Fchatterjee-correlations/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaxG87","download_url":"https://codeload.github.com/MaxG87/chatterjee-correlations/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxG87%2Fchatterjee-correlations/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260439112,"owners_count":23009270,"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":[],"created_at":"2024-11-21T00:13:13.610Z","updated_at":"2025-06-17T20:45:01.820Z","avatar_url":"https://github.com/MaxG87.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# chatterjee-correlations\nOne-off script to explore Chatterjee Correlation\n\nThis repository hosts a simple Python file that implements the [Chatterjee Correlation algorithm](https://arxiv.org/abs/1909.10140). Its main goal is to have fun with the implementation and to explore how the claims hold in practice. By no means it is intended to be reusable or a demonstration of good programming practices.\n\nIf you are interested in a library to be used, you may find [xicorpy](https://pypi.org/project/xicorpy/) interesting. I haven't used it myself, but it looks promising. Additionally, [this paper](https://arxiv.org/abs/2108.06828) seems to improve the power of the coefficient calculation.\n\n## Results\nThe results are stunning. For a broad range of nonlinear functions a very strong correlation is detected. This makes this correlation algorithm much more suited to detect hidden relations than my prior go-to method Support Vector Machines with powerful kernels.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaxg87%2Fchatterjee-correlations","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmaxg87%2Fchatterjee-correlations","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaxg87%2Fchatterjee-correlations/lists"}