{"id":18028493,"url":"https://github.com/interactivetech/pachyderm-determined-anomaly-det","last_synced_at":"2025-04-04T20:45:16.578Z","repository":{"id":65534152,"uuid":"593725232","full_name":"interactivetech/pachyderm-determined-anomaly-det","owner":"interactivetech","description":"(WIP) POC showcasing creating Network Anomaly Detection using NetML Pachyderm, and Determined","archived":false,"fork":false,"pushed_at":"2023-02-07T20:37:17.000Z","size":2379,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-10T05:25:03.028Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/interactivetech.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":"2023-01-26T17:45:07.000Z","updated_at":"2023-03-08T00:47:10.000Z","dependencies_parsed_at":"2023-02-15T12:30:52.076Z","dependency_job_id":null,"html_url":"https://github.com/interactivetech/pachyderm-determined-anomaly-det","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/interactivetech%2Fpachyderm-determined-anomaly-det","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fpachyderm-determined-anomaly-det/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fpachyderm-determined-anomaly-det/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/interactivetech%2Fpachyderm-determined-anomaly-det/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/interactivetech","download_url":"https://codeload.github.com/interactivetech/pachyderm-determined-anomaly-det/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247249601,"owners_count":20908211,"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":"2024-10-30T08:42:21.406Z","updated_at":"2025-04-04T20:45:16.560Z","avatar_url":"https://github.com/interactivetech.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# pachyderm-determined-anomaly-det\n(WIP) POC showcasing creating Network Anomaly Detection using NetML Pachyderm, and Determined\n\n# Demo MLDE/Determined showing Semi Supervised Learning (SSL) on network anomaly detection dataset\n\n## 1. Run SSL Training on Local Setting \n`bash det_scripts/run_exp_single_ssl.sh`\n\n## 2. Run SSL Training on MultiGPU Setting\n`bash det_scripts/run_exp_single_ssl_dist.sh`\n\n## 3. Run Supervised Training on Local Setting\n`bash det_scripts/run_exp_single.sh`\n## 4. Run Supervised Training on MultiGPU Setting\n`bash det_scripts/run_exp_single_dist.sh`","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finteractivetech%2Fpachyderm-determined-anomaly-det","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Finteractivetech%2Fpachyderm-determined-anomaly-det","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finteractivetech%2Fpachyderm-determined-anomaly-det/lists"}