{"id":25056749,"url":"https://github.com/erenokur/machine-learning-playground","last_synced_at":"2026-04-17T01:31:57.703Z","repository":{"id":239638093,"uuid":"799456286","full_name":"erenokur/machine-learning-playground","owner":"erenokur","description":"Experiment with machine learning and AI algorithms, write guides, and documents.","archived":false,"fork":false,"pushed_at":"2025-01-01T12:15:59.000Z","size":42,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-31T09:17:14.690Z","etag":null,"topics":["hidden-markov-model","machine-learning","numpy","python","pytorch","sckit-learn","tensorflow"],"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/erenokur.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":"2024-05-12T07:42:50.000Z","updated_at":"2025-01-01T12:16:03.000Z","dependencies_parsed_at":"2024-06-01T07:57:13.659Z","dependency_job_id":"7323021a-58c3-4fc7-addd-bb6cf51d145a","html_url":"https://github.com/erenokur/machine-learning-playground","commit_stats":null,"previous_names":["erenokur/machine-learning-playground"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/erenokur/machine-learning-playground","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/erenokur%2Fmachine-learning-playground","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/erenokur%2Fmachine-learning-playground/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/erenokur%2Fmachine-learning-playground/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/erenokur%2Fmachine-learning-playground/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/erenokur","download_url":"https://codeload.github.com/erenokur/machine-learning-playground/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/erenokur%2Fmachine-learning-playground/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31911453,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-16T18:22:33.417Z","status":"ssl_error","status_checked_at":"2026-04-16T18:21:47.142Z","response_time":69,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 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":["hidden-markov-model","machine-learning","numpy","python","pytorch","sckit-learn","tensorflow"],"created_at":"2025-02-06T13:37:32.583Z","updated_at":"2026-04-17T01:31:57.647Z","avatar_url":"https://github.com/erenokur.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# machine-learning-playground\n\nExperiments with machine learning and AI algorithms, write guides, and documents.\n\n## Getting Started\n\nThis project has multiple sub-projects. Each sub-project has its own README file. Please refer to the README file of the sub-project you are interested in.\n\n### Prerequisites\n\nAll projects are written in Python. You need to have Python installed on your machine to run the projects.\n\n### Installing\n\neach project has its own requirements. You can install them with pip. I did not give specific versions for the libraries to not mess up with your current environment. You can check the tested versions in the README file of the sub-project you are interested in.\n\n```bash\npip install -r requirements.txt\n```\n\nNote: My Python version is 3.8.4. You may need to install the required libraries with the appropriate version.\n\n### Resources\n\nYou may want to familiarize yourself with the following technologies/libraries:\n\n- [python](https://www.python.org/)\n- [scikit-learn](https://scikit-learn.org/stable/)\n- [tensorflow](https://www.tensorflow.org/)\n- [keras](https://keras.io/)\n- [opencv](https://opencv.org/)\n- [pandas](https://pandas.pydata.org/)\n- [numpy](https://numpy.org/)\n- [matplotlib](https://matplotlib.org/)\n- [seaborn](https://seaborn.pydata.org/)\n- [pytorch](https://pytorch.org/)\n- [hmmlearn](https://hmmlearn.readthedocs.io/en/latest/)\n- [librosa](https://librosa.org/doc/main/index.html)\n\n### Feedback\n\nIf you have any feedback about the project, please let me know. I am always looking for ways to improve the user experience.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ferenokur%2Fmachine-learning-playground","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ferenokur%2Fmachine-learning-playground","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ferenokur%2Fmachine-learning-playground/lists"}