{"id":25864924,"url":"https://github.com/stackloklabs/pytorch-pipeline","last_synced_at":"2026-06-08T08:32:02.318Z","repository":{"id":223837329,"uuid":"761677282","full_name":"StacklokLabs/pytorch-pipeline","owner":"StacklokLabs","description":"Example pipeline to explore model provenance ","archived":false,"fork":false,"pushed_at":"2024-02-25T15:23:00.000Z","size":22,"stargazers_count":0,"open_issues_count":1,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-02T01:33:09.681Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/StacklokLabs.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":"2024-02-22T09:28:59.000Z","updated_at":"2024-02-22T09:29:16.000Z","dependencies_parsed_at":"2024-02-25T16:31:21.087Z","dependency_job_id":null,"html_url":"https://github.com/StacklokLabs/pytorch-pipeline","commit_stats":null,"previous_names":["stackloklabs/pytorch-pipeline"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/StacklokLabs/pytorch-pipeline","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StacklokLabs%2Fpytorch-pipeline","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StacklokLabs%2Fpytorch-pipeline/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StacklokLabs%2Fpytorch-pipeline/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StacklokLabs%2Fpytorch-pipeline/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/StacklokLabs","download_url":"https://codeload.github.com/StacklokLabs/pytorch-pipeline/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/StacklokLabs%2Fpytorch-pipeline/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34055249,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-08T02:00:07.615Z","response_time":111,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":"2025-03-02T01:31:06.422Z","updated_at":"2026-06-08T08:32:02.299Z","avatar_url":"https://github.com/StacklokLabs.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Simple PyTorch Model Pipeline\n\nThis is a simple PyTorch model pipeline that can be used to train and evaluate a model. The pipeline is designed to be used with a simple feedforward neural network, but can be easily adapted to other models.\n\nThis is for experimental around model provenance and integrity.\n\nA simple github action is used to run the pipeline.\n\n## Usage\n\nSet up a virtualenv and install the requirements:\n\n```bash\nvirtualenv -p python3 venv\n\nsource venv/bin/activate\n\npip install -r requirements.txt\n```\n\nGenerate the training set:\n\n```bash\npython generate_dataset.py\n```\n\nTrain the model:\n\n```bash\npython train_model.py\n```\n\nInference:\n\n```bash\npython run_inference.py\n```\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstackloklabs%2Fpytorch-pipeline","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstackloklabs%2Fpytorch-pipeline","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstackloklabs%2Fpytorch-pipeline/lists"}