{"id":26997204,"url":"https://github.com/adityalab/profhit","last_synced_at":"2025-04-04T02:17:12.757Z","repository":{"id":37597347,"uuid":"479538347","full_name":"AdityaLab/PROFHiT","owner":"AdityaLab","description":null,"archived":false,"fork":false,"pushed_at":"2022-11-03T19:52:49.000Z","size":26846,"stargazers_count":32,"open_issues_count":2,"forks_count":9,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-02T23:51:32.041Z","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/AdityaLab.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}},"created_at":"2022-04-08T21:06:51.000Z","updated_at":"2024-12-30T00:08:20.000Z","dependencies_parsed_at":"2023-01-20T21:16:14.422Z","dependency_job_id":null,"html_url":"https://github.com/AdityaLab/PROFHiT","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/AdityaLab%2FPROFHiT","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdityaLab%2FPROFHiT/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdityaLab%2FPROFHiT/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AdityaLab%2FPROFHiT/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AdityaLab","download_url":"https://codeload.github.com/AdityaLab/PROFHiT/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247107827,"owners_count":20884797,"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":"2025-04-04T02:17:12.177Z","updated_at":"2025-04-04T02:17:12.750Z","avatar_url":"https://github.com/AdityaLab.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# PROFHiT: Probabilistic Robust Forecasting for Hierarchical Time-series\n\n\n## Setup\n\n1. Make sure anaconda or miniconda is installed.\n2. Pachake required are listed in `conda.yml`.\n3. Run the following command to install the required packages.\n\n```bash\nbash scripts/setup.sh\n```\n\n## Running\n\nFor Tourism dataset run `train_tourism.py` and `train.py` for others.\nThe start of the script has hyperparameters including the dataset to use.\n\n## Citation\n\nIf you find this work useful for your research please cite us as follows:\n\n```bibtex\n@article{kamarthi2022profhit,\n  title={PROFHIT: Probabilistic Robust Forecasting for Hierarchical Time-series},\n  author={Kamarthi, Harshavardhan and Kong, Lingkai and Rodr{\\'\\i}guez, Alexander and Zhang, Chao and Prakash, B Aditya},\n  journal={arXiv preprint arXiv:2206.07940},\n  year={2022}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadityalab%2Fprofhit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadityalab%2Fprofhit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadityalab%2Fprofhit/lists"}