{"id":16739619,"url":"https://github.com/praful932/machine-learning-implementations","last_synced_at":"2025-04-10T13:13:45.760Z","repository":{"id":130280813,"uuid":"207955855","full_name":"Praful932/Machine-Learning-Implementations","owner":"Praful932","description":"Repository contains Implementations of Popular Machine Learning Algorithms from scratch in Python","archived":false,"fork":false,"pushed_at":"2020-10-18T18:02:04.000Z","size":20565,"stargazers_count":7,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-24T11:56:54.999Z","etag":null,"topics":["deep-learning","hacktoberfest","hacktoberfest2020","machine-learning","machine-learning-algorithms","ml"],"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/Praful932.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"Contributing.md","funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":"Support Vector Machines/.ipynb_checkpoints/Support Vector Machines-checkpoint.ipynb","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-09-12T03:21:45.000Z","updated_at":"2021-05-30T19:15:45.000Z","dependencies_parsed_at":"2023-03-10T17:25:09.959Z","dependency_job_id":null,"html_url":"https://github.com/Praful932/Machine-Learning-Implementations","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/Praful932%2FMachine-Learning-Implementations","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Praful932%2FMachine-Learning-Implementations/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Praful932%2FMachine-Learning-Implementations/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Praful932%2FMachine-Learning-Implementations/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Praful932","download_url":"https://codeload.github.com/Praful932/Machine-Learning-Implementations/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248225653,"owners_count":21068078,"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":["deep-learning","hacktoberfest","hacktoberfest2020","machine-learning","machine-learning-algorithms","ml"],"created_at":"2024-10-13T00:52:29.771Z","updated_at":"2025-04-10T13:13:45.533Z","avatar_url":"https://github.com/Praful932.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine-Learning-Implementations\nThis Repository contains Implementation of Popular Machine Learning Algorithms in Python from Scratch\n\n### Anomaly Detection\n**Implement Anomaly Detection Algorithm to detect failing servers on a network.**\n\n\n### K Means Clustering and Principal Component Analysis\n**Use Kmeans Clustering Algorithm to Compress an image.**\n**Use PCA to find low dimensional representation of face images.**\n\n\n### Linear Regression\n**Use Linear Regression to Predict the price of Houses.**\n\n\n### Logisitic Regression\n**Use Logisitic Regression to predict whether a students gets into the university or not.**\n\n\n### Multi Class Classification\n**Use One-vs-All Logistic Regression to recognize hand written digits.**\n\n\n### Neural Networks\n**Implement BackProp Algorithm on the classic MNIST Database.**\n\n\n### Recommender Systems\n**Implement the Collaborative Filtering Learning Algorithm and apply it to a dataset of movie ratings to recommend movies to the user**\n\n\n### Support Vector Machines\n**Use SVMs to build a spam classifer**\n\n\n### Debugging a Learning Algorithm\n**Implement Regularized Linear Regression and use it to study models with different bias-variance properties**\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpraful932%2Fmachine-learning-implementations","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpraful932%2Fmachine-learning-implementations","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpraful932%2Fmachine-learning-implementations/lists"}