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Initial commit: Code and experiments for 'Rethinking Tokenization for Clinical Time Series'
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‎.github/workflows/code-quality-pr.yaml‎

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# This workflow finds which files were changed, prints them,
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# and runs `pre-commit` on those files.
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# Inspired by the sktime library:
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# https://github.com/alan-turing-institute/sktime/blob/main/.github/workflows/test.yml
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name: Code Quality PR
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on:
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pull_request:
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jobs:
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code-quality:
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runs-on: ubuntu-latest
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Set up Python 3.12
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uses: actions/setup-python@v5
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with:
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python-version: "3.12"
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- name: Install packages
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run: |
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pip install .[dev]
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- name: Find modified files
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id: file_changes
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uses: trilom/file-changes-action@v1.2.4
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with:
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output: " "
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- name: List modified files
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run: echo '${{ steps.file_changes.outputs.files}}'
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- name: Run pre-commits
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uses: pre-commit/action@v3.0.1
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with:
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extra_args: --all-files

‎.github/workflows/publish-to-pypi.yml‎

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name: Publish Python 🐍 distribution 📦 to PyPI and TestPyPI
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on: push
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jobs:
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build:
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name: Build distribution 📦
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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 pypa/build
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run: >-
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python3 -m
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pip install --upgrade
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build
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--user
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- name: Build a binary wheel and a source tarball
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run: python3 -m build
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- name: Store the distribution packages
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uses: actions/upload-artifact@v4
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with:
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name: python-package-distributions
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path: dist/
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publish-to-pypi:
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name: >-
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Publish Python 🐍 distribution 📦 to PyPI
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if: startsWith(github.ref, 'refs/tags/') # only publish to PyPI on tag pushes
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needs:
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- build
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runs-on: ubuntu-latest
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environment:
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name: pypi
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url: https://pypi.org/p/meds-torch # Replace <package-name> with your PyPI project name
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permissions:
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id-token: write # IMPORTANT: mandatory for trusted publishing
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steps:
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- name: Download all the dists
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uses: actions/download-artifact@v4
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with:
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name: python-package-distributions
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path: dist/
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- name: Publish distribution 📦 to PyPI
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uses: pypa/gh-action-pypi-publish@release/v1
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with:
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skip-existing: true
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github-release:
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name: >-
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Sign the Python 🐍 distribution 📦 with Sigstore
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and upload them to GitHub Release
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needs:
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- publish-to-pypi
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runs-on: ubuntu-latest
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permissions:
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contents: write # IMPORTANT: mandatory for making GitHub Releases
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id-token: write # IMPORTANT: mandatory for sigstore
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steps:
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- name: Download all the dists
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uses: actions/download-artifact@v4
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with:
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name: python-package-distributions
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path: dist/
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- name: Sign the dists with Sigstore
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uses: sigstore/gh-action-sigstore-python@v3.0.0
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with:
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inputs: >-
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./dist/*.tar.gz
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./dist/*.whl
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- name: Create GitHub Release
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env:
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GITHUB_TOKEN: ${{ github.token }}
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run: >-
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gh release create
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'${{ github.ref_name }}'
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--repo '${{ github.repository }}'
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--notes ""
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- name: Upload artifact signatures to GitHub Release
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env:
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GITHUB_TOKEN: ${{ github.token }}
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# Upload to GitHub Release using the `gh` CLI.
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# `dist/` contains the built packages, and the
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# sigstore-produced signatures and certificates.
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run: >-
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gh release upload
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'${{ github.ref_name }}' dist/**
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--repo '${{ github.repository }}'

‎.gitignore‎

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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]
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*$py.class
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# C extensions
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*.so
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# Distribution / packaging
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.Python
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build/
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develop-eggs/
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dist/
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downloads/
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eggs/
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.eggs/
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lib/
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lib64/
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parts/
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sdist/
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var/
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wheels/
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share/python-wheels/
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*.egg-info/
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.installed.cfg
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*.egg
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MANIFEST
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# PyInstaller
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# Usually these files are written by a python script from a template
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# before PyInstaller builds the exe, so as to inject date/other infos into it.
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*.manifest
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*.spec
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# Installer logs
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pip-log.txt
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pip-delete-this-directory.txt
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# Unit test / coverage reports
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htmlcov/
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.tox/
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.nox/
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.coverage
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.coverage.*
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.cache
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nosetests.xml
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coverage.xml
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*.cover
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*.py,cover
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.hypothesis/
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.pytest_cache/
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cover/
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# Translations
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*.mo
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*.pot
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# Django stuff:
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*.log
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local_settings.py
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db.sqlite3
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db.sqlite3-journal
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# Flask stuff:
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instance/
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.webassets-cache
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# Scrapy stuff:
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.scrapy
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# Sphinx documentation
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docs/_build/
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# PyBuilder
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.pybuilder/
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target/
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# Jupyter Notebook
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.ipynb_checkpoints
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# IPython
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profile_default/
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ipython_config.py
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# pyenv
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# For a library or package, you might want to ignore these files since the code is
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# intended to run in multiple environments; otherwise, check them in:
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# .python-version
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# pipenv
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# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
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# However, in case of collaboration, if having platform-specific dependencies or dependencies
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# having no cross-platform support, pipenv may install dependencies that don't work, or not
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# install all needed dependencies.
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#Pipfile.lock
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# poetry
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# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
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# This is especially recommended for binary packages to ensure reproducibility, and is more
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# commonly ignored for libraries.
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# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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#poetry.lock
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# pdm
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# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
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#pdm.lock
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# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
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# in version control.
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# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
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.pdm.toml
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.pdm-python
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.pdm-build/
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# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
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__pypackages__/
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# Celery stuff
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celerybeat-schedule
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celerybeat.pid
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# SageMath parsed files
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*.sage.py
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# Environments
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.env
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.venv
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env/
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venv/
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ENV/
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env.bak/
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venv.bak/
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# Spyder project settings
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.spyderproject
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.spyproject
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# Rope project settings
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.ropeproject
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# mkdocs documentation
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/site
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# mypy
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.mypy_cache/
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.dmypy.json
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dmypy.json
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# Pyre type checker
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.pyre/
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# pytype static type analyzer
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.pytype/
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# Cython debug symbols
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cython_debug/
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# PyCharm
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# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
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# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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# and can be added to the global gitignore or merged into this file. For a more nuclear
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# option (not recommended) you can uncomment the following to ignore the entire idea folder.
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#.idea/
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# Pytorch lightning logs
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lightning_logs/
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# test notebooks
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test.ipynb
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tests.ipynb
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data/*
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logs/*
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**/.logs/*
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output/*
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outputs/*
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outputs
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wandb/

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