{"id":23372616,"url":"https://github.com/mardavsj/machine-learning-algorithms","last_synced_at":"2025-04-10T17:33:49.528Z","repository":{"id":139245680,"uuid":"608178614","full_name":"mardavsj/Machine-Learning-Algorithms","owner":"mardavsj","description":"It consists of basic concepts of Machine-Learning with its algorithms.","archived":false,"fork":false,"pushed_at":"2024-03-07T17:07:04.000Z","size":48,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-03-07T18:27:33.846Z","etag":null,"topics":["algorithms","machine-learning","python","reinforcement-learning-algorithms","supervised-learning-algorithms","unsupervised-learning-algorithms"],"latest_commit_sha":null,"homepage":"","language":"Python","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/mardavsj.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}},"created_at":"2023-03-01T13:38:28.000Z","updated_at":"2024-03-07T18:27:35.055Z","dependencies_parsed_at":"2024-03-07T18:37:59.335Z","dependency_job_id":null,"html_url":"https://github.com/mardavsj/Machine-Learning-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/mardavsj%2FMachine-Learning-Algorithms","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mardavsj%2FMachine-Learning-Algorithms/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mardavsj%2FMachine-Learning-Algorithms/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mardavsj%2FMachine-Learning-Algorithms/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mardavsj","download_url":"https://codeload.github.com/mardavsj/Machine-Learning-Algorithms/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230743668,"owners_count":18273897,"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","machine-learning","python","reinforcement-learning-algorithms","supervised-learning-algorithms","unsupervised-learning-algorithms"],"created_at":"2024-12-21T16:40:01.123Z","updated_at":"2024-12-21T16:40:04.893Z","avatar_url":"https://github.com/mardavsj.png","language":"Python","readme":"# Shortcuts !\n### Guide to find your favorite algorithm ✌️\n\n- ### ALGORITHMS :\n    - #### [SUPERVISED](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised) :\n        - #### [Classification](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised/Classification) :\n            - [Decision Tree](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised/Classification/decision-tree) (Categorical variable, Continous variable)\n            - [KNN](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised/Classification/KNN)\n            - [Logistic Regression](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised/Classification/logistic-regression) (Binary, Multinomial, Ordinal)\n            - [Naive Bayes](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised/Classification/naive-bayes)\n        - #### [Regression](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised/Regression) :\n            - [Linear Regression](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised/Regression/linear-regression) (Single/Simple, Multi/Multiple)\n            - [Polynomial Regression](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised/Regression/polynomial-regression)\n            - [Ridge Regression](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Supervised/Regression/ridge-regression)\n              \n    - #### [UNSUPERVISED](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Unsupervised) :\n        - #### [Clustering](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Unsupervised/Clustering) :\n            - [K-means](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Unsupervised/Clustering/K-means)\n            - [Mean Shift](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Unsupervised/Clustering/Mean%20Shift)\n        - #### [Pattern Search](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Unsupervised/Pattern%20Search) :\n            - [Euclat](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Unsupervised/Pattern%20Search/Euclat)\n            - [FP Growth](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Unsupervised/Pattern%20Search/FP%20Growth)\n              \n    - #### [REINFORCEMENT](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Reinforcement) :\n        - #### [Deep Q Network](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Reinforcement/Deep%20Q%20Network)\n        - #### [Genetic Algorithm](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Reinforcement/Genetic%20Algorithm)\n        - #### [Q Learning](https://github.com/mardavsj/Machine-Learning-Algorithms/tree/main/Algorithms/Reinforcement/Q%20Learning)\n\n\n### Happy coding !\n\n# How to contribute?\n\n  1. Fork the repository\n  2. Do the desired changes (add/delete/modify)\n  3. Make a pull request\n\n## Don't forget to show your love by ⭐ing this repository.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmardavsj%2Fmachine-learning-algorithms","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmardavsj%2Fmachine-learning-algorithms","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmardavsj%2Fmachine-learning-algorithms/lists"}