{"id":26226980,"url":"https://github.com/mainakverse/ml-algorithms-starter","last_synced_at":"2025-04-19T15:18:24.515Z","repository":{"id":279798377,"uuid":"940011328","full_name":"MainakVerse/ML-Algorithms-Starter","owner":"MainakVerse","description":"List of machine learning algorithms that are needed to start with ML projects and lay a foundation into data science","archived":false,"fork":false,"pushed_at":"2025-02-27T13:26:37.000Z","size":782,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-27T19:09:57.504Z","etag":null,"topics":["data-analysis","data-science","jupyter-notebooks","machine-learning-algorithms","practice"],"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/MainakVerse.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":"2025-02-27T13:24:12.000Z","updated_at":"2025-02-27T17:18:16.000Z","dependencies_parsed_at":"2025-02-27T19:10:00.751Z","dependency_job_id":"f900648e-44dc-41a3-a2c3-d2bac1e2bb54","html_url":"https://github.com/MainakVerse/ML-Algorithms-Starter","commit_stats":null,"previous_names":["mainakverse/ml-algorithms-starter"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakVerse%2FML-Algorithms-Starter","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakVerse%2FML-Algorithms-Starter/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakVerse%2FML-Algorithms-Starter/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MainakVerse%2FML-Algorithms-Starter/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MainakVerse","download_url":"https://codeload.github.com/MainakVerse/ML-Algorithms-Starter/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243281203,"owners_count":20266167,"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":["data-analysis","data-science","jupyter-notebooks","machine-learning-algorithms","practice"],"created_at":"2025-03-12T19:32:26.736Z","updated_at":"2025-03-12T19:33:19.571Z","avatar_url":"https://github.com/MainakVerse.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\n## A. Regressions\n### 1. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/1.%20Simple_Linear_Regression.ipynb\"\u003e Simple Linear Regression\u003c/a\u003e\n### 2. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/2.%20Multivariate_Regression.ipynb\"\u003e Multivariate Regression\u003c/a\u003e\n### 3. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/3.%20Polynomial_Regression.ipynb\"\u003e Polynomial Regression\u003c/a\u003e\n### 4. \u003ca href=\"https://github.com/MainakVerse/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/MainakVerse/ML-Algorithms/blob/master/5.%20Decision_Tree_Classifier.ipynb\"\u003e Decision tree classifier\u003c/a\u003e\n### 6. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/6.%20Random_Forest_Classifier.ipynb\"\u003e Random forest classifier\u003c/a\u003e\n### 7. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/7.%20Naive_Bayes_Classifier.ipynb\"\u003e Naive-Bayes classifier\u003c/a\u003e\n### 8. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/8.%20K_Nearest_Neighbours.ipynb\"\u003e K-Nearest Neighbour\u003c/a\u003e\n### 9. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/9.%20Logistic_Regression.ipynb\"\u003e Logistic regression classifier\u003c/a\u003e\n### 10. \u003ca href=\"https://github.com/MainakVerse/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/MainakVerse/ML-Algorithms/blob/master/11.%20K_Mean_Clustering.ipynb\"\u003e K-Mean Clustering\u003c/a\u003e\n### 12. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/12.%20Heirarchical_Clustering.ipynb\"\u003e Heirirchical Clustering\u003c/a\u003e\n### 13. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/13.%20Spectral_Clustering.ipynb\"\u003e Spectral Clustering\u003c/a\u003e\n### 14. \u003ca href=\"https://github.com/MainakVerse/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/MainakVerse/ML-Algorithms/blob/master/15.%20Thompson's_Sampling_.ipynb\"\u003e Thompson Sampling\u003c/a\u003e\n### 16. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/16.%20Upper_confidence_bound.ipynb\"\u003e Upper Confidence Bound\u003c/a\u003e\n### 17. \u003ca href=\"https://github.com/MainakVerse/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/MainakVerse/ML-Algorithms/blob/master/18.%20Apriori.ipynb\"\u003e Apriori\u003c/a\u003e\n### 19. \u003ca href=\"https://github.com/MainakVerse/ML-Algorithms/blob/master/19.%20Eclat.ipynb\"\u003e Eclat\u003c/a\u003e\n\n\u003chr\u003e\n\n### 20.  \u003ca href=\"https://github.com/MainakVerse/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%2Fmainakverse%2Fml-algorithms-starter","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmainakverse%2Fml-algorithms-starter","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmainakverse%2Fml-algorithms-starter/lists"}