{"id":21434692,"url":"https://github.com/ilmoi/mml-book","last_synced_at":"2025-05-16T13:03:49.461Z","repository":{"id":40589806,"uuid":"263975074","full_name":"ilmoi/MML-Book","owner":"ilmoi","description":"Code / solutions for Mathematics for Machine Learning (MML Book)","archived":false,"fork":false,"pushed_at":"2023-03-16T00:00:14.000Z","size":18134,"stargazers_count":1094,"open_issues_count":18,"forks_count":175,"subscribers_count":26,"default_branch":"master","last_synced_at":"2025-04-12T08:36:59.371Z","etag":null,"topics":["machine-learning","math-for-machine-learning","mml-book","self-study"],"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/ilmoi.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}},"created_at":"2020-05-14T17:01:07.000Z","updated_at":"2025-04-11T18:47:47.000Z","dependencies_parsed_at":"2022-07-13T16:44:23.826Z","dependency_job_id":"7a287d8d-c088-40f3-8966-9819ca059572","html_url":"https://github.com/ilmoi/MML-Book","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/ilmoi%2FMML-Book","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilmoi%2FMML-Book/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilmoi%2FMML-Book/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilmoi%2FMML-Book/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ilmoi","download_url":"https://codeload.github.com/ilmoi/MML-Book/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254535826,"owners_count":22087398,"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","math-for-machine-learning","mml-book","self-study"],"created_at":"2024-11-22T23:40:04.920Z","updated_at":"2025-05-16T13:03:49.439Z","avatar_url":"https://github.com/ilmoi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Mathematics for Machine Learning (MML Book) - my Self Study\n\nBy folder:\n\n### Python code\nJust play code I used to better understand various concepts. Mix of Gaussians was tricky in particular.\n\n### Chapter exercises solutions\nSolutions to exercises for each chapter. Notebooks might take a bit of time to render all the LaTeX.\n- Chapter 2 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%202%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%202%20Exercises%20-%20PDF.pdf)\n- Chapter 3 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%203%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%203%20Exercises%20-%20PDF.pdf)\n- Chapter 4 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%204%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%204%20Exercises%20-%20PDF.pdf)\n- Chapter 5 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%205%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%205%20Exercises%20-%20PDF.pdf)\n- Chapter 6 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%206%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%206%20Exercises%20-%20PDF.pdf)\n- Chapter 7 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%207%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%207%20Exercises%20-%20PDF.pdf)\n\n### Misc \nMisc:)\n\n\n*Knowledge is power. **Share it.***\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Filmoi%2Fmml-book","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Filmoi%2Fmml-book","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Filmoi%2Fmml-book/lists"}