{"id":20972946,"url":"https://github.com/ashishpatel26/ml-notes-in-markdown","last_synced_at":"2025-05-14T11:34:26.675Z","repository":{"id":107110892,"uuid":"189639264","full_name":"ashishpatel26/ML-Notes-in-Markdown","owner":"ashishpatel26","description":"Machine learning notes that make your reading easy","archived":false,"fork":false,"pushed_at":"2021-06-02T04:46:16.000Z","size":3757,"stargazers_count":67,"open_issues_count":2,"forks_count":60,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-02T17:53:02.732Z","etag":null,"topics":["machine-learning","machine-learning-notes","machine-learning-tutorial","machine-learning-tutorials","machinelearning","machinelearning-python","ml"],"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/ashishpatel26.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":"2019-05-31T18:18:52.000Z","updated_at":"2025-03-14T02:18:31.000Z","dependencies_parsed_at":null,"dependency_job_id":"f4e2836e-5139-4912-93e2-33b9d9f3feea","html_url":"https://github.com/ashishpatel26/ML-Notes-in-Markdown","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashishpatel26%2FML-Notes-in-Markdown","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashishpatel26%2FML-Notes-in-Markdown/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashishpatel26%2FML-Notes-in-Markdown/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashishpatel26%2FML-Notes-in-Markdown/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ashishpatel26","download_url":"https://codeload.github.com/ashishpatel26/ML-Notes-in-Markdown/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254132051,"owners_count":22020067,"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":["machine-learning","machine-learning-notes","machine-learning-tutorial","machine-learning-tutorials","machinelearning","machinelearning-python","ml"],"created_at":"2024-11-19T04:11:03.268Z","updated_at":"2025-05-14T11:34:26.663Z","avatar_url":"https://github.com/ashishpatel26.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning\nMy online notebook for Machine Learning notes\n\nThis book contains short notes for the key machine learning algorithms and topics. In time, I will also update it to include references to other topics that I find interesting.\n\n#### [Prerequisites](./00-Prerequisites/)\n\n\n1. [Regression](./01-Regression/)\n2. [Classification](./02-Classification/)\n3. [Clustering](./03-Clustering/)\n4. [Association Rule Learning](./04-AssociationRuleLearning/)\n5. [Reinforcement Learning](./05-ReinforcementLearning/)\n6. [Natural Language Processing](./06-NaturalLanguageProcessing/)\n7. [Deep Learning](./07-DeepLearning/)\n8. [Dimensionality Reduction](./08-DimensionalityReduction/)\n9. [Recommendation Engines](./09-RecommendationEngines/)\n10. [Model Selection and Boosting](./10-ModelSelectionAndBoosting/)\n11. [Time Series](./11-TimeSeries/)\n12. [Constraint Satisfaction Problems](./12-ConstraintSatisfactionProblems/)\n13. [Appendix](./13-Appendix/)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashishpatel26%2Fml-notes-in-markdown","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fashishpatel26%2Fml-notes-in-markdown","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashishpatel26%2Fml-notes-in-markdown/lists"}