{"id":19176564,"url":"https://github.com/jldbc/tensorflow_ml_algorithms","last_synced_at":"2025-07-23T02:04:31.430Z","repository":{"id":100931461,"uuid":"77415092","full_name":"jldbc/Tensorflow_ML_Algorithms","owner":"jldbc","description":"Implementations of machine learning algorithms in Tensorflow: MLP, RNN, autoencoder, PageRank, KNN, K-Means, logistic regression, and OLS regression","archived":false,"fork":false,"pushed_at":"2017-01-24T05:17:17.000Z","size":13,"stargazers_count":54,"open_issues_count":0,"forks_count":22,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-05-07T19:47:36.821Z","etag":null,"topics":["algorithms","autoencoder","machine-learning-algorithms","pagerank","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","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/jldbc.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2016-12-27T00:59:12.000Z","updated_at":"2024-10-10T01:44:31.000Z","dependencies_parsed_at":"2023-06-10T22:00:33.227Z","dependency_job_id":null,"html_url":"https://github.com/jldbc/Tensorflow_ML_Algorithms","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jldbc/Tensorflow_ML_Algorithms","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2FTensorflow_ML_Algorithms","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2FTensorflow_ML_Algorithms/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2FTensorflow_ML_Algorithms/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2FTensorflow_ML_Algorithms/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jldbc","download_url":"https://codeload.github.com/jldbc/Tensorflow_ML_Algorithms/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jldbc%2FTensorflow_ML_Algorithms/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266604009,"owners_count":23954725,"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","status":"online","status_checked_at":"2025-07-23T02:00:09.312Z","response_time":66,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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","autoencoder","machine-learning-algorithms","pagerank","tensorflow"],"created_at":"2024-11-09T10:29:01.918Z","updated_at":"2025-07-23T02:04:31.403Z","avatar_url":"https://github.com/jldbc.png","language":"Python","readme":"# Machine Learning Algorithms, Implemented in TensorFlow\nThis is a repository of ML algorithms I have implemented in TensorFlow. The goal of this project was \n\n1. To implement these algorithms from a low level, in order to better understand them\n2. To learn TensorFlow at a deeper level than basic tutorials would allow\n\nI  would highly recommend this task to anybody seeking to accomplish either objective. \n\nThe algorithms implemented are:\n\n* OLS (Ordinary Least Squares Regression)\n* Logit (Logistic Regression)\n* KMeans (K-Means Clustering)\n* KNN (K-Nearest Neighbors)\n* PageRank (Google's algorithm for ranking search results)\n* MLP (Multilayer Perceptrion - a Basic Feed-Forward Neural Network)\n* Autoencoder\n* RNN (Recurrent Neural Network)\n\nMy hope is to continue adding algorithms and improving these implementations with time.","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjldbc%2Ftensorflow_ml_algorithms","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjldbc%2Ftensorflow_ml_algorithms","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjldbc%2Ftensorflow_ml_algorithms/lists"}