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Merge pull request #955 from nci/develop
Merge for release 2.4.0
2 parents 40baf91 + 0cad931 commit 3c81deb

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‎.github/workflows/python-app.yml‎

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run: |
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python -m pip install --upgrade pip
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pip install .[all]
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- name: Test with pytest, with dask installed
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- name: Test with pytest, with dask and numba installed
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run: |
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# editable is necessary as pytest will run against the installed
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# package rather than the local files creating a coverage report of 0%
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pip install -e .
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pytest tests/ --cov=src/
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- name: Coveralls GitHub Action
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uses: coverallsapp/github-action@v2.3.0
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with:
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flag-name: run-${{ join(matrix.*, '-') }}
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parallel: true
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- name: Test tutorial notebooks with pytest
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run: |
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pytest --nbmake tutorials/
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- name: Test again with without dask installed
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- name: Test again with without dask and numba installed
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run: |
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# editable is necessary as pytest will run against the installed
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# package rather than the local files creating a coverage report of 0%
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pip install -e .
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pip uninstall dask -y
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pip uninstall numba -y
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pytest tests/
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- name: Coveralls GitHub Action
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uses: coverallsapp/github-action@v2.3.0
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with:
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flag-name: run-${{ join(matrix.*, '-') }}
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parallel: true
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finish:
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needs: build
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runs-on: ubuntu-latest

‎.github/workflows/run-pre-commit.yml‎

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jobs:
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build:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python
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uses: actions/setup-python@v5
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with:
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python-version: '3.x'
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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pip install .[all]
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- name: pre-commit checks
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run: |
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pre-commit run black --all-files
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pre-commit run isort --all-files
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pre-commit run pylint --all-files
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- uses: actions/checkout@v4
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- name: Set up Python
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uses: actions/setup-python@v5
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with:
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python-version: "3.13"
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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pip install .[dev]
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- name: pre-commit checks
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run: |
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pre-commit run black --all-files
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pre-commit run isort --all-files
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pre-commit run pylint --all-files

‎.gitignore‎

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.pixi
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pixi.lock
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*.egg-info
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# uv environments
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uv.lock

‎.zenodo.json‎

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"name": "Loveday, Nicholas"
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},
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{
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"orcid": "https://orcid.org/0009-0002-7406-7438",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Ebert, Elizabeth E."
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},
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{
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"orcid": "https://orcid.org/0009-0009-3207-4876",
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"affiliation": "Work undertaken while at the Bureau of Meteorology, Australia",
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"name": "Cook, Harrison"
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},
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"name": "Ramanathan, Nikeeth"
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},
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{
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"orcid": "https://orcid.org/0000-0002-5017-9622",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Khanarmuei, Mohammadreza"
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},
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"orcid": "https://orcid.org/0009-0007-0796-4127",
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"affiliation": "Independent Contributor, Australia",
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"name": "Chong, Stephanie"
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},
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{
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"orcid": "https://orcid.org/0000-0002-0067-5687",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Taggart, Robert J."
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},
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},
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{
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"orcid": "https://orcid.org/0009-0002-7406-7438",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Ramanathan, Nikeeth"
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},
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"orcid": "https://orcid.org/0000-0002-5545-1736",
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"affiliation": "CSIRO, Australia",
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"name": "Shrestha, Durga"
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},
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{
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"orcid": "https://orcid.org/0009-0008-6830-8251",
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"orcid": "https://orcid.org/0000-0002-5017-9622",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Carroll, Maree"
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"name": "Khanarmuei, Mohammadreza"
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},
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{
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"orcid": "https://orcid.org/0009-0007-0796-4127",
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"orcid": "https://orcid.org/0009-0009-3207-4876",
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"affiliation": "Work undertaken while at the Bureau of Meteorology, Australia",
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"name": "Cook, Harrison"
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},
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{
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"orcid": "https://orcid.org/0009-0006-7361-163X",
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"affiliation": "Independent Contributor, Australia",
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"name": "Chong, Stephanie"
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},
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"name": "Bluett, Liam"
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},
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{
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"affiliation": "Work undertaken while at the Bureau of Meteorology, Australia",
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"name": "Griffiths, Aidan"
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},
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Ebert, Elizabeth E."
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},
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{
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"orcid": "https://orcid.org/0009-0008-6830-8251",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Sharples, John"
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"name": "Carroll, Maree"
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},
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{
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"orcid": "https://orcid.org/0000-0002-5545-1736",
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"affiliation": "CSIRO, Australia",
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"name": "Shrestha, Durga"
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"orcid": "https://orcid.org/0009-0007-7082-7029",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Trotta, Belinda"
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},
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{
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"orcid": "https://orcid.org/0009-0002-8569-1439",
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"affiliation": "Independent Contributor, Australia",
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"name": "Bishop, Sam"
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},
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{
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"orcid": "https://orcid.org/0000-0003-3271-6874",
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"affiliation": "Australian National University, Australia",
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"name": "Squire, Dougal T."
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},
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{
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"affiliation": "Work undertaken while at the Bureau of Meteorology, Australia",
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"name": "Griffiths, Aidan"
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},
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{
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"orcid": "https://orcid.org/0009-0003-0771-4671",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Pagano, Thomas C."
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},
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{
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"affiliation": "Independent Contributor, Australia",
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"name": "Fisher, A.J."
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},
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{
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"affiliation": "Independent Contributor, Australia",
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"name": "Jinghan, Fu"
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},
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"orcid": "https://orcid.org/0009-0006-5628-565X",
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"affiliation": "Independent Contributor, United States",
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"name": "Mandelbaum, Taylor"
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},
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{
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"orcid": "https://orcid.org/0009-0006-7361-163X",
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"affiliation": "Independent Contributor, Australia",
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"name": "Bluett, Liam"
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"name": "Jinghan, Fu"
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},
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{
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"orcid": "https://orcid.org/0000-0003-3271-6874",
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"affiliation": "Australian National University, Australia",
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"name": "Squire, Dougal T."
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Smith, Paul R."
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},
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{
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"orcid": "https://orcid.org/0009-0003-0771-4671",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Pagano, Thomas C."
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},
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"name": "Sharples, John"
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},
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{
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"orcid": "https://orcid.org/0000-0003-0610-2510",
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"affiliation": "Bureau of Meteorology, Australia",
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"name": "Smith, Paul R."
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"name": "Abellan, Esteban"
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},
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{
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"orcid": "https://orcid.org/0009-0006-4111-7610",
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"affiliation": "Swinburne University, Australia",
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"name": "Smallwood, J."
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}
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],
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}
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],
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"license": "Apache-2.0",
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"title": "scores: A Python package for verifying and evaluating models and predictions with xarray",
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"title": "scores: Metrics for the verification, evaluation and optimisation of forecasts, predictions or models.",
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"related_identifiers": [
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{

‎NOTICE.md‎

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This file contains a listing of all code which is included within the repository which is adapted from, extends, or includes code from another open source project. The filenames, sources, copyright and licenses are recorded here.
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Code in the file src/scores/probability/crps_numba.py is adapted from two sources. The xarray wrapper function `scores.probability.crps_numba.crps_cdf_exact_fast` is based on the code for `crps_ensemble` from xskillscore
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https://github.com/xarray-contrib/xskillscore/blob/main/xskillscore/core/probabilistic.py, released under the Apache-2.0 License with
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copyright attributed to xskillscore developers (as at 11 Dec 2025). The vectorisation of crps_at_point follows the example of `_crps_ensemble_gufunc` from properscoring https://github.com/properscoring/properscoring/blob/master/properscoring/_gufuncs.py, released under the Apache-2.0 License with copyright attributed to The Climate Corporation (2015).

‎docs/conf.py‎

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project = "scores"
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copyright = "Licensed under Apache 2.0 - https://www.apache.org/licenses/LICENSE-2.0"
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release = "2.3.0"
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release = "2.4.0"
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version = __version__
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‎docs/contributing.md‎

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## Handling Security Concerns
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Please see the information provided in [SECURITY.md](SECURITY.md)
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Please see the information provided in [SECURITY.md](https://scores.readthedocs.io/en/stable/SECURITY.html)
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## Creating Your Own Fork of `scores` for the First Time
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