{"id":24536353,"url":"https://github.com/mnm-matin/ml-notes","last_synced_at":"2025-10-08T18:09:36.425Z","repository":{"id":152075862,"uuid":"386421912","full_name":"mnm-matin/ml-notes","owner":"mnm-matin","description":"A Public base ml repo (conda, folders, etc) Highly opinionated","archived":false,"fork":false,"pushed_at":"2024-07-22T16:06:23.000Z","size":47,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-22T13:56:07.801Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Shell","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mnm-matin.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2021-07-15T20:58:08.000Z","updated_at":"2024-07-22T16:06:26.000Z","dependencies_parsed_at":"2024-02-28T14:55:10.468Z","dependency_job_id":null,"html_url":"https://github.com/mnm-matin/ml-notes","commit_stats":{"total_commits":33,"total_committers":1,"mean_commits":33.0,"dds":0.0,"last_synced_commit":"6528fd7b43241d8770b4058d97f380f4f63a64a7"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mnm-matin%2Fml-notes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mnm-matin%2Fml-notes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mnm-matin%2Fml-notes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mnm-matin%2Fml-notes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mnm-matin","download_url":"https://codeload.github.com/mnm-matin/ml-notes/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243809887,"owners_count":20351407,"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":[],"created_at":"2025-01-22T13:56:10.183Z","updated_at":"2025-10-08T18:09:36.338Z","avatar_url":"https://github.com/mnm-matin.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ml-base\nMy notes on Machine Learning as I work on projects. I realized that I was looking up the same things too frequently so decided to make notes and logs.\n- General Workflow: git, conda, wsl, vscode notes\n- Data preprocessing: pandas, numpy notes\n- Training: pytorch, tensorflow, hyperparamater tuning, cluster notes\n- Domain Specific: time series, object detection, nlp notes\n\n## Create Environment\n\n### Python virtualenv\ncreate environment with name env\n```\npython3 -m venv env\n```\n\n### Conda Commands\ncreate environment with latest python\n```\nconda create -n mlbase python\n```\n\nupdate conda itself\n```\nconda update conda\n```\n\nsave conda environment (clean)\n```\nconda env export --from-history | grep -v \"prefix\" \u003e environment.yml\n```\n\n\n## VSCODE\nkeyboard shortcuts\n```\nCtrl + Alt + Up/Down    Add Cursors\nShift + Alt + Up/Down   Copy Line Up/Down\nAlt + Up/Down           Move Line(s) Up/Down\nCtrl + D                Add Cursor next to match\nCtrl + U                Cursor Undo\nCtrl + Shift + \\        Go to Bracket\nCtrl + ]                Indent Line Forward\nCtrl + W                Close Tab\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmnm-matin%2Fml-notes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmnm-matin%2Fml-notes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmnm-matin%2Fml-notes/lists"}