{"id":16423233,"url":"https://github.com/hailiang-wang/maximum-likelihood-estimation","last_synced_at":"2026-06-10T01:31:28.928Z","repository":{"id":72218501,"uuid":"99137635","full_name":"hailiang-wang/maximum-likelihood-estimation","owner":"hailiang-wang","description":"Collect resources for maximum-likelihood-estimation with Github Python Examples","archived":false,"fork":false,"pushed_at":"2017-08-04T01:50:12.000Z","size":978,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-07T11:11:28.075Z","etag":null,"topics":["machine-learning","maximum-likelihood-estimation"],"latest_commit_sha":null,"homepage":null,"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/hailiang-wang.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":"2017-08-02T16:18:25.000Z","updated_at":"2021-05-18T07:01:28.000Z","dependencies_parsed_at":"2023-05-19T11:30:33.868Z","dependency_job_id":null,"html_url":"https://github.com/hailiang-wang/maximum-likelihood-estimation","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/hailiang-wang%2Fmaximum-likelihood-estimation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hailiang-wang%2Fmaximum-likelihood-estimation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hailiang-wang%2Fmaximum-likelihood-estimation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hailiang-wang%2Fmaximum-likelihood-estimation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hailiang-wang","download_url":"https://codeload.github.com/hailiang-wang/maximum-likelihood-estimation/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240571029,"owners_count":19822412,"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":["machine-learning","maximum-likelihood-estimation"],"created_at":"2024-10-11T07:39:15.734Z","updated_at":"2025-11-18T01:02:29.517Z","avatar_url":"https://github.com/hailiang-wang.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# maximum likelihood estimation\n\n## Python module to fit statistical models to observed data through maximum likelihood estimation.\nhttps://github.com/Samurais/maxlike\n\n\n## Natural-Language-Processing-Language-Model\n\nhttps://github.com/Samurais/Natural-Language-Processing-Language-Model\n\nImplemented a language model for a class project in Python which uses Maximum Likelihood Estimation and Laplace Smoothing to automatically generate language.\n\n## [Train MNIST with logreg](./logreg)\n\n## linear_regression_tensorflow.py\n\n```\npython linear_regression_tensorflow.py\n```\n\n## L2 regularization\nTODO http://blog.smellthedata.com/2009/06/python-logistic-regression-with-l2.html","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhailiang-wang%2Fmaximum-likelihood-estimation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhailiang-wang%2Fmaximum-likelihood-estimation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhailiang-wang%2Fmaximum-likelihood-estimation/lists"}