{"id":19519288,"url":"https://github.com/nex3z/machine-learning-exercise","last_synced_at":"2026-03-04T20:03:37.792Z","repository":{"id":80408847,"uuid":"79814015","full_name":"nex3z/machine-learning-exercise","owner":"nex3z","description":"Python implementation of the programming assignment from Machine Learning class on Coursera, which is originally implemented in Matlab/Octave.","archived":false,"fork":false,"pushed_at":"2018-10-15T16:07:38.000Z","size":68143,"stargazers_count":88,"open_issues_count":0,"forks_count":68,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-04-26T07:35:21.623Z","etag":null,"topics":["coursera-machine-learning","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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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":["coursera-machine-learning","machine-learning"],"created_at":"2024-11-11T00:17:24.540Z","updated_at":"2026-03-04T20:03:37.785Z","avatar_url":"https://github.com/nex3z.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# machine-learning-exercise\n\n## coursera-machine-learning-python\n\nPython implementation of the programming assignment from [Machine Learning](https://www.coursera.org/learn/machine-learning) class on Coursera, which is originally implemented in Matlab/Octave.\n\n- [Exercise 1-1: Linear Regression](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex1/ex1.ipynb)\n\n- [Exercise 1-2: Linear Regression with Multiple Variables](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex1/ex1_multi.ipynb)\n\n- [Exercise 2-1: Logistic Regression](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex2/ex2.ipynb)\n\n- [Exercise 2-2: Logistic Regression with Regularization](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex2/ex2_reg.ipynb)\n\n- [Exercise 3-1: One-vs-all](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex3/ex3.ipynb)\n\n- [Exercise 3-2: Neural Networks](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex3/ex3_nn.ipynb)\n\n- [Exercise 4: Neural Network Learning](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex4/ex4.ipynb)\n\n- [Exercise 5: Regularized Linear Regression and Bias-Variance](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex5/ex5.ipynb)\n\n- [Exercise 6-1: Support Vector Machines](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex6/ex6.ipynb)\n\n- [Exercise 6-2: Spam Classification with SVMs](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex6/ex6_spam.ipynb)\n\n- [Exercise 7-1: K-Means Clustering](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex7/ex7.ipynb)\n\n- [Exercise 7-2: Principle Component Analysis](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex7/ex7_pca.ipynb)\n\n- [Exercise 8-1: Anomaly Detection](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex8/ex8.ipynb)\n\n- [Exercise 8-2: Collaborative Filtering](https://github.com/nex3z/machine-learning-exercise/blob/master/coursera-machine-learning-python/ex8/ex8_cofi.ipynb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnex3z%2Fmachine-learning-exercise","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnex3z%2Fmachine-learning-exercise","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnex3z%2Fmachine-learning-exercise/lists"}