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Full documentation can be found at https://cloudcasting.readthedocs.io/.\n\n## Linked model repos\n- [Optical Flow (Farneback)](https://github.com/alan-turing-institute/ocf-optical-flow)\n- [Optical Flow (TVL1)](https://github.com/alan-turing-institute/ocf-optical-flow-tvl1)\n- [Diffusion model](https://github.com/alan-turing-institute/ocf-diffusion)\n- [ConvLSTM](https://github.com/alan-turing-institute/ocf-convLSTM)\n- [IAM4VP](https://github.com/alan-turing-institute/ocf-iam4vp)\n\nThe model template repo on which these are based is found [here](https://github.com/alan-turing-institute/ocf-model-template). These repositories contain the implementations of each model, as well as validation infrastructure to replicate metric scores on weights and biases.\n\n## Installation\n\n### For users:\n\n```zsh\ngit clone https://github.com/alan-turing-institute/cloudcasting\ncd cloudcasting\npython -m pip install .\n```\n\nTo run metrics on GPU:\n\n```zsh\npython -m pip install --upgrade \"jax[cuda12]\"\n```\n### For making changes to the library:\n\nOn macOS you first need to install `ffmpeg` with the following command. On other platforms this is\nnot necessary.\n\n```bash\nbrew install ffmpeg\n```\n\nClone and install the repo.\n\n```bash\ngit clone https://github.com/alan-turing-institute/cloudcasting\ncd cloudcasting\npython -m pip install \".[dev]\"\n```\n\nInstall pre-commit before making development changes:\n\n```bash\npre-commit install\n```\n\nFor making changes, see the [guidance on development](https://github.com/alan-turing-institute/python-project-template?tab=readme-ov-file#setting-up-a-new-project) from the template that generated this project.\n\n## Usage\n\n### Validating a model\n```bash\ncloudcasting validate \"path/to/config/file.yml\" \"path/to/model/file.py\"\n```\n\n### Downloading data\n```bash\ncloudcasting download \"2020-06-01 00:00\" \"2020-06-30 23:55\" \"path/to/data/save/dir\"\n```\n\nFull options:\n\n```bash\n\u003e cloudcasting download --help\n\n Usage: cloudcasting download [OPTIONS] START_DATE\n                              END_DATE OUTPUT_DIRECTORY\n\n╭─ Arguments ──────────────────────────────────────────╮\n│ *    start_date            TEXT  Start date in       │\n│                                  'YYYY-MM-DD HH:MM'  │\n│                                  format              │\n│                                  [default: None]     │\n│                                  [required]          │\n│ *    end_date              TEXT  End date in         │\n│                                  'YYYY-MM-DD HH:MM'  │\n│                                  format              │\n│                                  [default: None]     │\n│                                  [required]          │\n│ *    output_directory      TEXT  Directory to save   │\n│                                  the satellite data  │\n│                                  [default: None]     │\n│                                  [required]          │\n╰──────────────────────────────────────────────────────╯\n╭─ Options ────────────────────────────────────────────╮\n│ --download-f…                   TEXT   Frequency to  │\n│                                        download data │\n│                                        in pandas     │\n│                                        datetime      │\n│                                        format        │\n│                                        [default:     │\n│                                        15min]        │\n│ --get-hrv        --no-get-h…           Whether to    │\n│                                        download HRV  │\n│                                        data          │\n│                                        [default:     │\n│                                        no-get-hrv]   │\n│ --override-d…    --no-overr…           Whether to    │\n│                                        override date │\n│                                        range limits  │\n│                                        [default:     │\n│                                        no-override-… │\n│ --lon-min                       FLOAT  Minimum       │\n│                                        longitude     │\n│                                        [default:     │\n│                                        -16]          │\n│ --lon-max                       FLOAT  Maximum       │\n│                                        longitude     │\n│                                        [default: 10] │\n│ --lat-min                       FLOAT  Minimum       │\n│                                        latitude      │\n│                                        [default: 45] │\n│ --lat-max                       FLOAT  Maximum       │\n│                                        latitude      │\n│                                        [default: 70] │\n│ --test-2022-…    --no-test-…           Whether to    │\n│                                        filter data   │\n│                                        from 2022 to  │\n│                                        download the  │\n│                                        test set      │\n│                                        (every 2      │\n│                                        weeks).       │\n│                                        [default:     │\n│                                        no-test-2022… │\n│ --verify-202…    --no-verif…           Whether to    │\n│                                        download the  │\n│                                        verification  │\n│                                        data from     │\n│                                        2023. Only    │\n│                                        used at the   │\n│                                        end of the    │\n│                                        project       │\n│                                        [default:     │\n│                                        no-verify-20… |\n│ --help                                 Show this     │\n│                                        message and   │\n│                                        exit.         │\n╰──────────────────────────────────────────────────────╯\n```\n\n## Contributing\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md) for instructions on how to contribute.\n\n## License\n\nDistributed under the terms of the [MIT license](LICENSE).\n\n\n\u003c!-- prettier-ignore-start --\u003e\n[actions-badge]:            https://github.com/alan-turing-institute/cloudcasting/actions/workflows/ci.yml/badge.svg?branch=main\n[actions-link]:             https://github.com/alan-turing-institute/cloudcasting/actions\n[pypi-link]:                https://pypi.org/project/cloudcasting/\n[pypi-platforms]:           https://img.shields.io/pypi/pyversions/cloudcasting\n[pypi-version]:             https://img.shields.io/pypi/v/cloudcasting\n\u003c!-- prettier-ignore-end --\u003e\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["hut23"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/306010","html_url":"https://ost.ecosyste.ms/projects/306010"}