{"id":16110905,"url":"https://github.com/roma-glushko/numpy-katas","last_synced_at":"2026-05-18T06:37:53.931Z","repository":{"id":102205025,"uuid":"342523391","full_name":"roma-glushko/numpy-katas","owner":"roma-glushko","description":"🧮 Exercises to sharp scientific computations with Numpy","archived":false,"fork":false,"pushed_at":"2021-11-14T14:30:27.000Z","size":76,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-08-04T20:29:42.598Z","etag":null,"topics":["katas","numpy"],"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/roma-glushko.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":"2021-02-26T09:18:22.000Z","updated_at":"2021-11-14T14:30:29.000Z","dependencies_parsed_at":null,"dependency_job_id":"1a316975-bd42-4fd7-9a23-a72251146c3e","html_url":"https://github.com/roma-glushko/numpy-katas","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/roma-glushko/numpy-katas","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/roma-glushko%2Fnumpy-katas","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/roma-glushko%2Fnumpy-katas/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/roma-glushko%2Fnumpy-katas/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/roma-glushko%2Fnumpy-katas/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/roma-glushko","download_url":"https://codeload.github.com/roma-glushko/numpy-katas/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/roma-glushko%2Fnumpy-katas/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33167817,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-18T05:43:36.989Z","status":"ssl_error","status_checked_at":"2026-05-18T05:43:19.133Z","response_time":71,"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":["katas","numpy"],"created_at":"2024-10-09T19:39:45.615Z","updated_at":"2026-05-18T06:37:53.911Z","avatar_url":"https://github.com/roma-glushko.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Numpy Katas\n\n`numpy-katas` is a growing collection of machine learning and probabilistic models and algorithms\nwritten exclusively in `NumPy` and the Python `standard library`.\n\nThe purpose of the project is to provide reference implementations of common\nmachine learning components for sharping your ML skills and cracking interviews.\n\n## References\n\n- https://numpy.org/devdocs/user/quickstart.html\n- https://github.com/rougier/numpy-100\n- https://betterprogramming.pub/numpy-illustrated-the-visual-guide-to-numpy-3b1d4976de1d\n- https://github.com/ddbourgin/numpy-ml/tree/master/numpy_ml","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Froma-glushko%2Fnumpy-katas","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Froma-glushko%2Fnumpy-katas","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Froma-glushko%2Fnumpy-katas/lists"}