{"id":19870918,"url":"https://github.com/mainakrepositor/ml-algorithms","last_synced_at":"2025-10-13T07:33:05.516Z","repository":{"id":106238494,"uuid":"307359545","full_name":"MainakRepositor/ML-Algorithms","owner":"MainakRepositor","description":"List of some top machine learning algorithms. Just give a dive and explore the world of ML","archived":false,"fork":false,"pushed_at":"2021-09-23T13:40:27.000Z","size":1034,"stargazers_count":29,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-07T00:27:31.353Z","etag":null,"topics":["algorithms","classification-algorithm","clustering","machine-learning","natural-language-processing","python3","random-forest","regressions"],"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/MainakRepositor.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":"2020-10-26T12:07:02.000Z","updated_at":"2025-02-03T07:05:48.000Z","dependencies_parsed_at":"2023-05-30T21:30:53.670Z","dependency_job_id":null,"html_url":"https://github.com/MainakRepositor/ML-Algorithms","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/MainakRepositor%2FML-Algorithms","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakRepositor%2FML-Algorithms/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakRepositor%2FML-Algorithms/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakRepositor%2FML-Algorithms/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MainakRepositor","download_url":"https://codeload.github.com/MainakRepositor/ML-Algorithms/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252008955,"owners_count":21679670,"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":["algorithms","classification-algorithm","clustering","machine-learning","natural-language-processing","python3","random-forest","regressions"],"created_at":"2024-11-12T16:10:35.896Z","updated_at":"2025-10-13T07:33:00.484Z","avatar_url":"https://github.com/MainakRepositor.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ML-Algorithms\nList of some top machine learning algorithms. Just give a dive and explore the world of ML.\n\u003cbr\u003e\n\u003cdiv style=\"text-align:center\"\u003e\u003cimg src=\"https://user-images.githubusercontent.com/64016811/97396400-04290b00-190d-11eb-981a-d637790ce042.jpg\" height=100% width=100%/\u003e\u003c/div\u003e\n\u003chr\u003e\n\n![Profile views](https://gpvc.arturio.dev/Naereen)\n\n## A. Regressions\n### 1. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/1.%20Simple_Linear_Regression.ipynb\"\u003e Simple Linear Regression\u003c/a\u003e\n### 2. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/2.%20Multivariate_Regression.ipynb\"\u003e Multivariate Regression\u003c/a\u003e\n### 3. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/3.%20Polynomial_Regression.ipynb\"\u003e Polynomial Regression\u003c/a\u003e\n### 4. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/4.%20Support_Vector_Regression.ipynb\"\u003e Support Vector Regression\u003c/a\u003e\n\n\u003chr\u003e\n\n## B. Classification \n### 5. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/5.%20Decision_Tree_Classifier.ipynb\"\u003e Decision tree classifier\u003c/a\u003e\n### 6. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/6.%20Random_Forest_Classifier.ipynb\"\u003e Random forest classifier\u003c/a\u003e\n### 7. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/7.%20Naive_Bayes_Classifier.ipynb\"\u003e Naive-Bayes classifier\u003c/a\u003e\n### 8. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/8.%20K_Nearest_Neighbours.ipynb\"\u003e K-Nearest Neighbour\u003c/a\u003e\n### 9. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/9.%20Logistic_Regression.ipynb\"\u003e Logistic regression classifier\u003c/a\u003e\n### 10. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/10.%20Support_Vector_Machine.ipynb\"\u003eSupport Vector Machine\u003c/a\u003e\n\n\u003chr\u003e\n\n## C. Clustering\n### 11. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/11.%20K_Mean_Clustering.ipynb\"\u003e K-Mean Clustering\u003c/a\u003e\n### 12. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/12.%20Heirarchical_Clustering.ipynb\"\u003e Heirirchical Clustering\u003c/a\u003e\n### 13. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/13.%20Spectral_Clustering.ipynb\"\u003e Spectral Clustering\u003c/a\u003e\n### 14. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/14_Agglomerative_Clustering.ipynb\"\u003e Agglomerative Clustering\u003c/a\u003e\n\n\u003chr\u003e\n\n## D. Reinforcement Learning\n### 15. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/15.%20Thompson's_Sampling_.ipynb\"\u003e Thompson Sampling\u003c/a\u003e\n### 16. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/16.%20Upper_confidence_bound.ipynb\"\u003e Upper Confidence Bound\u003c/a\u003e\n### 17. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/17.%20Dimensionality%20Reduction(PCA).ipynb\"\u003e Dimensionality Reduction (PCA)\u003c/a\u003e\n\n\u003chr\u003e\n\n## E. Association Rule Learning\n### 18. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/18.%20Apriori.ipynb\"\u003e Apriori\u003c/a\u003e\n### 19. \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/19.%20Eclat.ipynb\"\u003e Eclat\u003c/a\u003e\n\n\u003chr\u003e\n\n### 20.  \u003ca href=\"https://github.com/MainakRepositor/ML-Algorithms/blob/master/Cross_Validation.ipynb\"\u003eCross Validation\u003c/a\u003e\n\n## Made with 💛 by Mainak Chaudhuri.\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmainakrepositor%2Fml-algorithms","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmainakrepositor%2Fml-algorithms","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmainakrepositor%2Fml-algorithms/lists"}