{"id":14979748,"url":"https://github.com/suji04/ml_from_scratch","last_synced_at":"2025-04-06T09:08:23.665Z","repository":{"id":41145583,"uuid":"174945770","full_name":"Suji04/ML_from_Scratch","owner":"Suji04","description":"Implementation of basic ML algorithms from scratch in python...","archived":false,"fork":false,"pushed_at":"2021-02-26T14:40:17.000Z","size":553,"stargazers_count":293,"open_issues_count":2,"forks_count":229,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-06T09:08:18.343Z","etag":null,"topics":["decision-tree-classifier","decision-tree-regression","gradient-descent","k-means-clustering","knn-algorithm","linear-regression","logistic-regression","python","stochastic-gradient-descent","youtube-channel"],"latest_commit_sha":null,"homepage":"https://www.youtube.com/NormalizedNerd","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/Suji04.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-03-11T07:16:40.000Z","updated_at":"2025-04-02T05:55:14.000Z","dependencies_parsed_at":"2022-09-03T00:20:34.699Z","dependency_job_id":null,"html_url":"https://github.com/Suji04/ML_from_Scratch","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/Suji04%2FML_from_Scratch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Suji04%2FML_from_Scratch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Suji04%2FML_from_Scratch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Suji04%2FML_from_Scratch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Suji04","download_url":"https://codeload.github.com/Suji04/ML_from_Scratch/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247457802,"owners_count":20941906,"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":["decision-tree-classifier","decision-tree-regression","gradient-descent","k-means-clustering","knn-algorithm","linear-regression","logistic-regression","python","stochastic-gradient-descent","youtube-channel"],"created_at":"2024-09-24T14:00:35.211Z","updated_at":"2025-04-06T09:08:23.645Z","avatar_url":"https://github.com/Suji04.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ML_from_Scratch\nTrying to implement basic ml algorithms from scratch in python. I have also made videos explaining these algorithms...\n\n## Gradient Descent\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/36zkIAAUcZ4/mqdefault.jpg)](https://youtu.be/36zkIAAUcZ4)\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/41BiBUZbg9U/mqdefault.jpg)](https://youtu.be/41BiBUZbg9U)\n\n\n## Linear Regression\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/fnDO1s4fzi4/mqdefault.jpg)](https://youtu.be/fnDO1s4fzi4)\n\n## Logistic Regression\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/NtjAeXppomA/mqdefault.jpg)](https://youtu.be/NtjAeXppomA)\n\n## Stochastic Gradient Descent\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/V8InSDYHG4s/mqdefault.jpg)](https://youtu.be/V8InSDYHG4s)\n\n## KNN\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/0RwM2BaLNkE/mqdefault.jpg)](https://youtu.be/0RwM2BaLNkE)\n\n## K-means\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/IB9WfafBmjk/mqdefault.jpg)](https://youtu.be/IB9WfafBmjk)\n\n## Decision Tree Classification\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/ZVR2Way4nwQ/mqdefault.jpg)](https://youtu.be/ZVR2Way4nwQ)\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/sgQAhG5Q7iY/mqdefault.jpg)](https://youtu.be/sgQAhG5Q7iY)\n\n\n## Decision Tree Regression\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/UhY5vPfQIrA/mqdefault.jpg)](https://youtu.be/UhY5vPfQIrA)\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/P2ZB8c5Ha1Q/mqdefault.jpg)](https://youtu.be/P2ZB8c5Ha1Q)\n\n## Naive Bayes Classification\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/lFJbZ6LVxN8/mqdefault.jpg)](https://youtu.be/lFJbZ6LVxN8)\n[![IMAGE ALT TEXT HERE](https://i.ytimg.com/vi/3I8oX3OUL6I/mqdefault.jpg)](https://youtu.be/3I8oX3OUL6I)\n\n## Data source\n- airfoil_noise_data.csv (converted from the .dat file available at https://archive.ics.uci.edu/ml/datasets/airfoil+self-noise) \n\n  Donor:  \n  Dr Roberto Lopez  \n  robertolopez '@' intelnics.com  \n  Intelnics \n  \n  Creators:  \n  Thomas F. Brooks, D. Stuart Pope and Michael A. Marcolini  \n  NASA\n  \n- Breast_cancer_data.csv (taken from https://www.kaggle.com/merishnasuwal/breast-cancer-prediction-dataset) \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsuji04%2Fml_from_scratch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsuji04%2Fml_from_scratch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsuji04%2Fml_from_scratch/lists"}