{"id":42114473,"url":"https://github.com/geometric-intelligence/timescales","last_synced_at":"2026-01-26T14:04:09.294Z","repository":{"id":307373716,"uuid":"1007914666","full_name":"geometric-intelligence/timescales","owner":"geometric-intelligence","description":"Path-Integrating Recurrent Neural Networks","archived":false,"fork":false,"pushed_at":"2026-01-03T09:22:31.000Z","size":43183,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-01-08T04:39:30.017Z","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/geometric-intelligence.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-06-24T18:21:18.000Z","updated_at":"2026-01-03T09:22:35.000Z","dependencies_parsed_at":"2025-09-12T03:18:48.094Z","dependency_job_id":"9d6e7013-d12d-4d15-9832-c857cf82b5a7","html_url":"https://github.com/geometric-intelligence/timescales","commit_stats":null,"previous_names":["geometric-intelligence/pirnns","geometric-intelligence/timescales"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/geometric-intelligence/timescales","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geometric-intelligence%2Ftimescales","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geometric-intelligence%2Ftimescales/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geometric-intelligence%2Ftimescales/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geometric-intelligence%2Ftimescales/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/geometric-intelligence","download_url":"https://codeload.github.com/geometric-intelligence/timescales/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geometric-intelligence%2Ftimescales/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28780089,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-26T13:55:28.044Z","status":"ssl_error","status_checked_at":"2026-01-26T13:55:26.068Z","response_time":59,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":"2026-01-26T14:04:08.778Z","updated_at":"2026-01-26T14:04:09.289Z","avatar_url":"https://github.com/geometric-intelligence.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Multi-timescale Recurrent Neural Networks\n\n\u003ch3 align=\"center\"\u003e\n    Multi-timescale Recurrent Neural Networks trained on neuroscience tasks:\n\u003c/h3\u003e\n\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"assets/pirnns.jpg\" width=\"600\"\u003e\n    \u003cp\u003e\u003cem\u003eSource: \u003ca href=\"https://www.sciencedirect.com/science/article/pii/S0960982223000659\"\u003eScienceDirect Article\u003c/a\u003e\u003c/em\u003e\u003c/p\u003e\n\u003c/div\u003e\n\n\n\u003ch3 align=\"center\"\u003e\n    Multi-timescale Recurrent Neural Networks:\n\u003c/h3\u003e\n\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"assets/overview.jpg\" width=\"600\"\u003e\n\u003c/div\u003e\n\n## Getting Started\n\n### Clone the repository \u0026 navigate to the directory:\n\n```bash\ngit clone https://github.com/geometric-intelligence/timescales.git\ncd timescales\n```\n\n### Install Poetry\n\nThis project uses [Poetry](https://python-poetry.org/) to manage dependencies.\n\n1. Install Poetry (if you don't have it already):\n\n```bash\ncurl -sSL https://install.python-poetry.org | python3 -\n```\n\n2. Make sure that Poetry is accessible in your PATH. For example, add the following to your `.zshrc` file:\n\n```bash\nexport PATH=\"~/.local/bin:$PATH\"\n```\n\n3. Check that Poetry is installed correctly:\n\n```bash\npoetry --version\n```\n\n### Setup the environment\n\n1. Install dependencies\n\n```bash\npoetry install\n```\n\n2. Install the poetry shell plugin\n\n```bash\npoetry self add poetry-plugin-shell\n```\n\n3. Activate the virtual environment\n\n```bash\npoetry shell\n```\n\n### Start coding!\n\n```bash\npython my_script.py\n```\n\n## Before sending a PR, make sure to format, lint, type check, and test the code:\n\n```bash\nblack .\nruff check --fix .\nmypy .\npytest .\n```\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeometric-intelligence%2Ftimescales","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgeometric-intelligence%2Ftimescales","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeometric-intelligence%2Ftimescales/lists"}