{"id":17662570,"url":"https://github.com/npatta01/deeplearning-docker","last_synced_at":"2025-03-30T11:28:24.879Z","repository":{"id":143594168,"uuid":"115889571","full_name":"npatta01/deeplearning-docker","owner":"npatta01","description":null,"archived":false,"fork":false,"pushed_at":"2018-01-01T02:16:51.000Z","size":16,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-28T23:34:09.028Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/npatta01.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":"2017-12-31T23:14:24.000Z","updated_at":"2018-09-16T16:37:08.000Z","dependencies_parsed_at":null,"dependency_job_id":"c6246714-d5c7-4b9e-bd62-a6396bf66582","html_url":"https://github.com/npatta01/deeplearning-docker","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/npatta01%2Fdeeplearning-docker","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fdeeplearning-docker/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fdeeplearning-docker/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/npatta01%2Fdeeplearning-docker/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/npatta01","download_url":"https://codeload.github.com/npatta01/deeplearning-docker/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246312149,"owners_count":20757270,"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":"2024-10-23T18:22:56.340Z","updated_at":"2025-03-30T11:28:24.859Z","avatar_url":"https://github.com/npatta01.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Docker Image for [fast.ai](http://course.fast.ai)\nMy Jupyter environment for fast.ai's Deep Learning MOOC at http://course.fast.ai.\n\nThe image starts a  Jupyter notebook on port 8888 with no password.\n\nUses CPUs by default and NVIDIA GPUs when run with [nvidia-docker](https://github.com/NVIDIA/nvidia-docker).\n\nThe container comes with:\n- python 3\n- miniconda\n- Keras\n- Tensorflow 1.4\n- fastai\n\nTo see the full list of packages, look at [environment.yaml](environment.yaml).\n\n\n## Usage\n\n#### CPU Only\n```bash\ndocker run -it -p 8888:8888 npatta01/deeplearning\n```\n\n#### With GPU\n```bash\nnvidia-docker run -it -p 8888:8888 npatta01/deeplearning\n```\n\n## Data management\nBy default, data in docker containers is ephemeral, so it dissappears if the container is stopped.\n\nTo save data, a volume needs to be mounted.\n\n```bash\ndocker run -it -p 8888:8888 -v ~/custom_data:/home/ubuntu/data npatta01/deeplearning\n```\n\nYour local directory \"~/custom_data\" will be visible in the container and will have data persisted.\n\n\n## Running on google cloud\n\nInstall gcloud sdk\n```\ncurl https://sdk.cloud.google.com | bash\nexec -l $SHELL\ngcloud init\n\ngcloud auth login\n\n```\n\nCreate a gpu instance\n```\nbash gcp/start.sh\n``` \n\nConnect to machine\n```\ngcloud compute ssh dl --ssh-flag=\"-L 8888:localhost:8888\"\n```\n\nInstall dependencies on VM\n```\nbash gcp/setup.sh\n```\n\nStart Docker container\n```\nnvidia-docker run -it -p 8888:8888 v ~/custom_data:/home/ubuntu/data npatta01/deeplearning\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnpatta01%2Fdeeplearning-docker","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnpatta01%2Fdeeplearning-docker","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnpatta01%2Fdeeplearning-docker/lists"}