{"id":19707000,"url":"https://github.com/geyang/ml-research-containers","last_synced_at":"2026-03-04T11:31:38.321Z","repository":{"id":46511345,"uuid":"448106889","full_name":"geyang/ml-research-containers","owner":"geyang","description":"A list of community maintained docker images for deep reinforcement learning research","archived":false,"fork":false,"pushed_at":"2024-10-31T05:14:37.000Z","size":69,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-27T18:08:32.286Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Dockerfile","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/geyang.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":"2022-01-14T21:03:35.000Z","updated_at":"2024-10-31T05:14:41.000Z","dependencies_parsed_at":"2024-10-31T06:18:22.242Z","dependency_job_id":"035d89ac-388e-4576-802d-21f65100afd1","html_url":"https://github.com/geyang/ml-research-containers","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/geyang/ml-research-containers","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geyang%2Fml-research-containers","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geyang%2Fml-research-containers/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geyang%2Fml-research-containers/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geyang%2Fml-research-containers/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/geyang","download_url":"https://codeload.github.com/geyang/ml-research-containers/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geyang%2Fml-research-containers/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30078984,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-04T08:01:56.766Z","status":"ssl_error","status_checked_at":"2026-03-04T08:00:42.919Z","response_time":59,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":[],"created_at":"2024-11-11T21:37:38.392Z","updated_at":"2026-03-04T11:31:38.304Z","avatar_url":"https://github.com/geyang.png","language":"Dockerfile","funding_links":[],"categories":[],"sub_categories":[],"readme":"# RL Docker Images\n\nA list of community-maintained docker images for deep reinforcement learning research.\n\nOur experience has shown that docker and singularity-based workflow works really well, to the extent that you only need to install your packages once, in a docker image, and you can deploy it directly via singularity anywhere.\n\n## Why Upload Singularity Images\n\nIn some of the HPC systems, the file system is locked, causing images that are built within to fail.\n\n```bash\nmkdir -p /state/partition1/user/$USER  \n\nexport TMPDIR=/state/partition1/user/$USER  \nsingularity pull --docker-login docker://alpine \nthis works fine. And then the following line breaks:\n\nsingularity exec --nv alpine_latest.sif bash -c 'echo \"hey\"'\n```\n\nActual behavior\n\n```\nINFO:    Could not find any nv files on this host!\nWARNING: passwd file doesn't exist in container, not updating\nWARNING: group file doesn't exist in container, not updating\n```\n\n## Considerations for Building Singulairity Images\n\n- https://stackoverflow.com/questions/61143522/file-ownership-and-permissions-in-singularity-containers\n\n## Model-free Deep Reinforcement Learning\n\nThis image includes mujoco-py, gym, and DeepMind control. The Singularity image is built on Canon.\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeyang%2Fml-research-containers","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgeyang%2Fml-research-containers","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeyang%2Fml-research-containers/lists"}