{"id":15539774,"url":"https://github.com/salamanderxing/jax-gaussian-bayes","last_synced_at":"2026-04-27T21:31:49.336Z","repository":{"id":70232120,"uuid":"540014030","full_name":"SalamanderXing/jax-gaussian-bayes","owner":"SalamanderXing","description":"A Multivariate Gaussian Bayes classifier written using JAX","archived":false,"fork":false,"pushed_at":"2022-09-22T14:20:58.000Z","size":6,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-12T03:28:27.111Z","etag":null,"topics":["cifar10","gaussian-bayesian-processes","gaussian-naive-bayes","jax","multivariate-gaussian","naive-bayes-classifier","numpy","xla"],"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/SalamanderXing.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":"2022-09-22T14:10:56.000Z","updated_at":"2022-09-22T14:23:31.000Z","dependencies_parsed_at":"2023-03-16T14:00:30.087Z","dependency_job_id":null,"html_url":"https://github.com/SalamanderXing/jax-gaussian-bayes","commit_stats":{"total_commits":5,"total_committers":2,"mean_commits":2.5,"dds":"0.19999999999999996","last_synced_commit":"1f2d9c4a2c676e04273028a4ce847997dde4f265"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SalamanderXing/jax-gaussian-bayes","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SalamanderXing%2Fjax-gaussian-bayes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SalamanderXing%2Fjax-gaussian-bayes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SalamanderXing%2Fjax-gaussian-bayes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SalamanderXing%2Fjax-gaussian-bayes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SalamanderXing","download_url":"https://codeload.github.com/SalamanderXing/jax-gaussian-bayes/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SalamanderXing%2Fjax-gaussian-bayes/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32356598,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-27T20:07:02.737Z","status":"ssl_error","status_checked_at":"2026-04-27T20:07:00.910Z","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":["cifar10","gaussian-bayesian-processes","gaussian-naive-bayes","jax","multivariate-gaussian","naive-bayes-classifier","numpy","xla"],"created_at":"2024-10-02T12:11:29.975Z","updated_at":"2026-04-27T21:31:49.323Z","avatar_url":"https://github.com/SalamanderXing.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Multivariate Gaussian Bayes classsifier in JAX\n\nThis is a simple implementation of a multivariate Gaussian Bayes classifier in [JAX](https://github.com/google/jax).\nThe classifier is trained and tested on the [CIFAR-10 dataset](https://www.cs.toronto.edu/~kriz/cifar.html).\n## Run by:\n```\npython evaluate.py\n```\nIt will print the accuracy of a random classifier vs a Navie Bayes classifier vs a Multivariate Gaussian Bayes classifier.\n\nIf the program fais, probably you need to download the dataset first. You can do it by running:\n```\nwget https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz\n```\n\n## Dependencies\n- python \u003e= 3.9\n- [JAX](https://github.com/google/jax)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsalamanderxing%2Fjax-gaussian-bayes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsalamanderxing%2Fjax-gaussian-bayes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsalamanderxing%2Fjax-gaussian-bayes/lists"}