{"id":15904357,"url":"https://github.com/qubvel/template","last_synced_at":"2025-09-11T23:32:03.495Z","repository":{"id":107991262,"uuid":"145838396","full_name":"qubvel/template","owner":"qubvel","description":"Template for data science project based on Docker and Jupyter server with Keras/Pytorch","archived":false,"fork":false,"pushed_at":"2019-05-06T10:18:43.000Z","size":17,"stargazers_count":4,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-12-29T02:33:20.327Z","etag":null,"topics":["docker","jupyter-notebook","keras","pytorch"],"latest_commit_sha":null,"homepage":"","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/qubvel.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":"2018-08-23T10:28:43.000Z","updated_at":"2024-12-20T16:51:58.000Z","dependencies_parsed_at":"2024-07-20T13:46:46.665Z","dependency_job_id":null,"html_url":"https://github.com/qubvel/template","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/qubvel%2Ftemplate","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/qubvel%2Ftemplate/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/qubvel%2Ftemplate/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/qubvel%2Ftemplate/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/qubvel","download_url":"https://codeload.github.com/qubvel/template/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":232670277,"owners_count":18558566,"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":["docker","jupyter-notebook","keras","pytorch"],"created_at":"2024-10-06T12:23:31.436Z","updated_at":"2025-01-06T03:31:45.181Z","avatar_url":"https://github.com/qubvel.png","language":"Python","readme":"## Template\n\n## Requierments  \n1) CUDA 9.0\n2) nvidia-docker 18.06.0-ce\n\n## Instructions\nComplete following steps to run your jupyter server inside docker container.  \nSome preinstalled software:\n1) Anaconda 5.1 package with Python 3.6\n2) Keras 2.1.5 (tensorflow 1.7.0)\n3) Pytorch 0.4.0\n4) OpenCV 3.4.2\n5) [imgaug](https://github.com/aleju/imgaug), [albumentations](https://github.com/albu/albumentations)\n\n\n#### 0. Modify configuration file.  \nconfig.yaml file:\n```yaml\nproject_name: template\n\ndocker_image_name: template_image\ndocker_container_name: template_container\n\njupyter_port: 8888\ntensorboard_port: 6006\n```\n\n#### 1. Build docker image.\n```bash\n$ ./docker_build.sh\n```\n\n#### 2. Launch container with notebook server.\n```bash\n$ ./docker_run.sh\n```\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fqubvel%2Ftemplate","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fqubvel%2Ftemplate","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fqubvel%2Ftemplate/lists"}