{"id":25343756,"url":"https://github.com/sentient-codebot/energydiff-pub","last_synced_at":"2025-10-10T20:33:39.978Z","repository":{"id":274987186,"uuid":"924715587","full_name":"sentient-codebot/EnergyDiff-pub","owner":"sentient-codebot","description":null,"archived":false,"fork":false,"pushed_at":"2025-03-26T14:27:29.000Z","size":319,"stargazers_count":0,"open_issues_count":1,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-08T14:46:51.681Z","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":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sentient-codebot.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2025-01-30T14:21:03.000Z","updated_at":"2025-03-26T14:27:32.000Z","dependencies_parsed_at":"2025-01-30T15:32:36.526Z","dependency_job_id":"769c675f-2cf8-436b-9172-2d89bfdc78f7","html_url":"https://github.com/sentient-codebot/EnergyDiff-pub","commit_stats":null,"previous_names":["sentient-codebot/energydiff-pub"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/sentient-codebot/EnergyDiff-pub","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sentient-codebot%2FEnergyDiff-pub","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sentient-codebot%2FEnergyDiff-pub/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sentient-codebot%2FEnergyDiff-pub/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sentient-codebot%2FEnergyDiff-pub/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sentient-codebot","download_url":"https://codeload.github.com/sentient-codebot/EnergyDiff-pub/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sentient-codebot%2FEnergyDiff-pub/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279005271,"owners_count":26083863,"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","status":"online","status_checked_at":"2025-10-10T02:00:06.843Z","response_time":62,"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":"2025-02-14T10:58:07.870Z","updated_at":"2025-10-10T20:33:39.962Z","avatar_url":"https://github.com/sentient-codebot.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# EnergyDiff\n\nThe public repository of diffusion-based energy time series data generation. Paper: [EnergyDiff: Universal Time-Series Energy Data Generation using Diffusion Models](https://arxiv.org/abs/2407.13538). \n\n# Installation\n\n1. Install the required dependency packages. This is the easiest to be done with `uv`. Search for and install the package manager `uv` first. Then,\n```bash\ncd path/to/this/repository\nuv sync\n```\n\n# Run\n\n1. Prepare the datasets by downloading from their original sources and running the preprocessing scripts (under `scripts/python/preprocessing`). \n\n2. Training, sampling, and evaluation. Refer to the scripts (both for bash, for slurm, and for python) under `scripts/` directory. \n\n# Licence\nThis repository adopts an MIT License. The conditional copula model is implemented by [conditonal-copula\n](https://github.com/MauricioSalazare/conditonal-copula). \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsentient-codebot%2Fenergydiff-pub","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsentient-codebot%2Fenergydiff-pub","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsentient-codebot%2Fenergydiff-pub/lists"}