{"id":20847362,"url":"https://github.com/johnsutor/neural-manifold-experiments","last_synced_at":"2025-07-21T11:36:10.866Z","repository":{"id":225397932,"uuid":"762471140","full_name":"johnsutor/neural-manifold-experiments","owner":"johnsutor","description":null,"archived":false,"fork":false,"pushed_at":"2024-06-06T17:01:54.000Z","size":184,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-25T21:32:18.834Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/johnsutor.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":"2024-02-23T21:10:09.000Z","updated_at":"2024-06-06T17:01:57.000Z","dependencies_parsed_at":"2024-04-09T19:29:07.382Z","dependency_job_id":"1c376d3c-923c-4857-99b4-c340583b7a56","html_url":"https://github.com/johnsutor/neural-manifold-experiments","commit_stats":null,"previous_names":["johnsutor/neural-manifold-experiments"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/johnsutor/neural-manifold-experiments","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johnsutor%2Fneural-manifold-experiments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johnsutor%2Fneural-manifold-experiments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johnsutor%2Fneural-manifold-experiments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johnsutor%2Fneural-manifold-experiments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/johnsutor","download_url":"https://codeload.github.com/johnsutor/neural-manifold-experiments/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/johnsutor%2Fneural-manifold-experiments/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266292510,"owners_count":23906517,"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":"2024-11-18T02:19:44.967Z","updated_at":"2025-07-21T11:36:10.819Z","avatar_url":"https://github.com/johnsutor.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Manifold Experiments \nExperiments regarding settings for MMCR loss for video data. This repo uses [Hydra](https://hydra.cc/) for configuration. To alter default values (as printed at the beginning of training), please refer to the [Override Syntax](https://hydra.cc/docs/advanced/override_grammar/basic/) \n\n## Running \nMake sure to install all required packages first using\n```shell\n$ pip install -r requirements.txt\n```\nThen, make sure to set your experiment root directory like so\n```shell\n$ export EXPERIMENT_ROOT=\u003cYOUR EXPERIMENT ROOT DIRECTORY\u003e\n```\nNext, make sure to install the package to enable running it on SLURM\n```shell\n$ pip install -e . \n```\nFinally, use \n```shell\n$ python train.py\n```\npassing any overrides based on the above link to Hydra. To use with the submitit launcher, please \nreference the instructions [here](https://hydra.cc/docs/1.3/plugins/submitit_launcher/)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjohnsutor%2Fneural-manifold-experiments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjohnsutor%2Fneural-manifold-experiments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjohnsutor%2Fneural-manifold-experiments/lists"}