{"id":24737765,"url":"https://github.com/epogrebnyak/mlmw","last_synced_at":"2025-10-10T06:31:59.883Z","repository":{"id":230772733,"uuid":"780135473","full_name":"epogrebnyak/mlmw","owner":"epogrebnyak","description":"Machine Learning My Way (MLMW): a self-study guide for probability, statistics, econometrics and machine learning.","archived":false,"fork":false,"pushed_at":"2024-10-19T14:35:39.000Z","size":24323,"stargazers_count":8,"open_issues_count":2,"forks_count":0,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-01-20T02:34:15.563Z","etag":null,"topics":["deep-learning","econometrics","machine-learning","probability","statistics"],"latest_commit_sha":null,"homepage":"https://trics.me","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/epogrebnyak.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":"2024-03-31T19:43:13.000Z","updated_at":"2024-12-29T09:12:01.000Z","dependencies_parsed_at":"2024-06-03T12:41:15.229Z","dependency_job_id":"fbf8e6ca-43c0-4eef-9ee7-f49c59fd2826","html_url":"https://github.com/epogrebnyak/mlmw","commit_stats":null,"previous_names":["epogrebnyak/machine-learning-my-way"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epogrebnyak%2Fmlmw","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epogrebnyak%2Fmlmw/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epogrebnyak%2Fmlmw/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epogrebnyak%2Fmlmw/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/epogrebnyak","download_url":"https://codeload.github.com/epogrebnyak/mlmw/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":235929974,"owners_count":19067857,"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","econometrics","machine-learning","probability","statistics"],"created_at":"2025-01-27T22:09:15.211Z","updated_at":"2025-10-10T06:31:59.878Z","avatar_url":"https://github.com/epogrebnyak.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning My Way (MLMW)\n\nThis is the source repo for [trics.me](https://trics.me/),\na machine learning study guide with free textbooks, open review articles,\nand selected Reddit discussions. \n\nThis is a successor project to [Econometrics Navigator](https://epogrebnyak.github.io/econometrics-navigator/),\na website I ran in 2018-2020.\n\n## Website name\n\nThe website name \"[trics.me](https://trics.me/)\" was originally derived from the word \"econome*trics*\", \nbut could also be read as a combination of \n[tricks](https://stanford.edu/~shervine/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks) \nand [metrics](https://www.reddit.com/r/MachineLearning/comments/13t4kul/d_what_evaluation_metrics_that_actually_matters/).\n\n## Stay up-to-date\n\n- Subscribe to the [mailing list](https://buttondown.email/mlmw)\n- Join [r/ml_my_way subreddit](https://www.reddit.com/r/ml_my_way/)\n- Join the MLMW [Telegram group](https://t.me/ml_my_way)\n\n## Website tools\n\n- `mdbook` static site generator\n- `just` command runner\n- `prettier` formatter\n- `typst` PDF generator\n- `pandoc` converter\n- Google Docs\n- Github Pages and `ghp-import` uploader\n- buttondown.email for the free mailing list\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fepogrebnyak%2Fmlmw","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fepogrebnyak%2Fmlmw","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fepogrebnyak%2Fmlmw/lists"}