{"id":19693708,"url":"https://github.com/the-full-stack/conda-piptools","last_synced_at":"2025-02-27T09:59:38.825Z","repository":{"id":98449391,"uuid":"327147382","full_name":"the-full-stack/conda-piptools","owner":"the-full-stack","description":"Quick demo of setting up a deep learning Python environment using conda and pip-tools.","archived":false,"fork":false,"pushed_at":"2021-01-05T23:57:00.000Z","size":2,"stargazers_count":38,"open_issues_count":1,"forks_count":8,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-02-22T17:40:35.758Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Makefile","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/the-full-stack.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}},"created_at":"2021-01-05T23:38:49.000Z","updated_at":"2024-06-15T04:31:33.000Z","dependencies_parsed_at":"2023-06-01T17:15:28.600Z","dependency_job_id":null,"html_url":"https://github.com/the-full-stack/conda-piptools","commit_stats":null,"previous_names":["full-stack-deep-learning/conda-piptools"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/the-full-stack%2Fconda-piptools","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/the-full-stack%2Fconda-piptools/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/the-full-stack%2Fconda-piptools/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/the-full-stack%2Fconda-piptools/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/the-full-stack","download_url":"https://codeload.github.com/the-full-stack/conda-piptools/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241002073,"owners_count":19892104,"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":"2024-11-11T19:17:47.381Z","updated_at":"2025-02-27T09:59:38.799Z","avatar_url":"https://github.com/the-full-stack.png","language":"Makefile","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Conda + Pip-Tools Sample Project\n\nQuick demo of setting up a deep learning Python environment.\n\nOur goals:\n\n- Easily specify the exact Python, CUDA, CUDNN environment\n- Humans should specify minimal constraints (`torch \u003e= 1.7` and `numpy`), computer should figure out exact, mutually compatible versions (`torch==1.7.1; numpy==1.19.5`)\n- Separate production (`torch`) from development (`black`) dependencies\n\nWe achieve this by:\n\n- We specify our Python and CUDA versions in `environment.yml`\n- We use the `conda` package manager to create our environment from this file\n- We specify our requirements in `requirements/prod.in` and `requirements/dev.in`\n- We use `pip-tools` to lock in mutually compatbile versions of all requirements\n- We add a `Makefile` so we can simply run `make` to update everything\n\nTry it out by running `docker run --rm -v`pwd`:/var/task -it continuumio/miniconda /bin/bash`, and then in the container:\n\n```\napt-get install make\ncd /var/task\nmake\n```\n\nThis will set up the environment.\n\nDon't forget to activate it by running `conda activate conda-piptools-sample-project`!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthe-full-stack%2Fconda-piptools","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthe-full-stack%2Fconda-piptools","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthe-full-stack%2Fconda-piptools/lists"}