{"id":20135158,"url":"https://github.com/richardslater/ai-ml-playground","last_synced_at":"2026-05-30T20:31:44.298Z","repository":{"id":141377988,"uuid":"458286704","full_name":"RichardSlater/ai-ml-playground","owner":"RichardSlater","description":"A playground for Artificial Intelligence and Machine Learning, mostly experiments, possibly something more here and there.","archived":false,"fork":false,"pushed_at":"2022-05-12T18:43:46.000Z","size":121,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-02T22:31:07.103Z","etag":null,"topics":["art","artificial-intelligence","machine-learning","neural-network","vector-quantization"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/RichardSlater.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","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},"funding":{"patreon":"richardslater","ko_fi":"richardslater"}},"created_at":"2022-02-11T17:51:01.000Z","updated_at":"2022-02-11T19:04:17.000Z","dependencies_parsed_at":null,"dependency_job_id":"55d1f69b-98ae-4028-85e3-cf9099ab3479","html_url":"https://github.com/RichardSlater/ai-ml-playground","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/RichardSlater/ai-ml-playground","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RichardSlater%2Fai-ml-playground","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RichardSlater%2Fai-ml-playground/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RichardSlater%2Fai-ml-playground/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RichardSlater%2Fai-ml-playground/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RichardSlater","download_url":"https://codeload.github.com/RichardSlater/ai-ml-playground/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RichardSlater%2Fai-ml-playground/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33709269,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-30T02:00:06.278Z","response_time":92,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["art","artificial-intelligence","machine-learning","neural-network","vector-quantization"],"created_at":"2024-11-13T21:14:01.139Z","updated_at":"2026-05-30T20:31:44.281Z","avatar_url":"https://github.com/RichardSlater.png","language":"Jupyter Notebook","funding_links":["https://patreon.com/richardslater","https://ko-fi.com/richardslater"],"categories":[],"sub_categories":[],"readme":"# Artificial Inteligence and Machine Learning playground\nA playground for Artificial Intelligence and Machine Learning, mostly experiments, possibly something more here and there.\n\n## Terminology\nGiven I know next to nothing about this field, here is some terminology I have picked up along the way.  It's entirely possible that I have got something wrong, in which case I will not be offended if you reach out to me and point out my mistkaes:\n\n - **PSNR**: Peak Signal-to-Noise Ratio is an expression for the ratio between the maximum possible value (power) of a signal and the power of distorting noise that affects the quality of its representation. \u003csup\u003e[[1]][ni-psnr]\u003c/sup\u003e\n - **Epoc**: The number of passes over the dataset to spend training the model. \n\n\n  [ni-psnr]: https://www.ni.com/en-gb/innovations/white-papers/11/peak-signal-to-noise-ratio-as-an-image-quality-metric.htm","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frichardslater%2Fai-ml-playground","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frichardslater%2Fai-ml-playground","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frichardslater%2Fai-ml-playground/lists"}