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Adding Dockerfile
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‎.dockerignore‎

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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/#use-with-ide
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.pdm.toml
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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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.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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*.db
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*.pkl
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*.cache
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.hydra
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mlruns
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*.xml
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slurm-*.out
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.python-version
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sbi-logs
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catboost_info

‎.github/ISSUE_TEMPLATE/bug_report.md‎

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---
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name: Bug report
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about: Create a report to help us improve
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title: ''
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labels: ''
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assignees: ''
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---
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**Describe the bug**
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A clear and concise description of what the bug is.
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**To Reproduce**
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Steps to reproduce the behavior:
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1. Go to '...'
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2. Click on '....'
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3. Scroll down to '....'
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4. See error
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**Expected behavior**
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A clear and concise description of what you expected to happen.
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**Screenshots**
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If applicable, add screenshots to help explain your problem.
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**Desktop (please complete the following information):**
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- OS: [e.g. iOS]
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- Browser [e.g. chrome, safari]
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- Version [e.g. 22]
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**Smartphone (please complete the following information):**
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- Device: [e.g. iPhone6]
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- OS: [e.g. iOS8.1]
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- Browser [e.g. stock browser, safari]
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- Version [e.g. 22]
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**Additional context**
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Add any other context about the problem here.

‎.github/ISSUE_TEMPLATE/documentation_improvement.yml‎

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name: Documentation Improvement
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description: Report wrong or missing documentation
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labels: [documentation]
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body:
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- type: textarea
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id: location
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attributes:
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label: Location of the documentation
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description: >
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Please provide the location of the documentation, e.g. the URL of the documentation
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validations:
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required: true
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- type: textarea
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id: problem
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attributes:
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label: Documentation problem
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description: >
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Please provide a description of what documentation you believe needs to be fixed/improved
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validations:
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required: true
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- type: textarea
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id: suggested-fix
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attributes:
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label: Suggested fix for documentation
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description: >
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Please explain the suggested fix and **why** it's better than the existing documentation
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validations:
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required: true

‎.github/ISSUE_TEMPLATE/feature_request.md‎

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---
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name: Feature request
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about: Suggest an idea for this project
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title: ''
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labels: ''
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assignees: ''
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---
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**Is your feature request related to a problem? Please describe.**
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A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
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**Describe the solution you'd like**
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A clear and concise description of what you want to happen.
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**Describe alternatives you've considered**
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A clear and concise description of any alternative solutions or features you've considered.
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**Additional context**
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Add any other context or screenshots about the feature request here.

‎.github/ISSUE_TEMPLATE/question.yml‎

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name: "\U00002753 Question"
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description: Do you have a question about this project
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labels: ["question"]
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body:
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- type: markdown
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attributes:
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value: "Provide context about what your question applies to and any related files that can can inform us"
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- type: textarea
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id: question-area
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attributes:
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label: What is your question?
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placeholder: Write Message and Upload Files Here
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validations:
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required: true

‎.github/ISSUE_TEMPLATE/refactor.yml‎

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name: "\U0001F527 Refactor request"
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description: Exising code needs to be changed.
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labels: ["refactor"]
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body:
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- type: textarea
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id: location-textarea
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attributes:
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label: "Where is the code located?"
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placeholder: Describe what project/directory the code is located within here
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validations:
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required: true
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- type: textarea
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id: change-required-textarea
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attributes:
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label: What needs to be changed?
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placeholder: Describe changes required to the code here
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validations:
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required: true
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- type: textarea
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id: code-name
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attributes:
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label: Why does the code need changing?
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placeholder: Describe why the code needs to change here
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validations:
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required: true

‎.github/dependabot.yml‎

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version: 2
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updates:
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- package-ecosystem: pip
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directory: .
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schedule:
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interval: "monthly"

‎.github/pull_request_template.md‎

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# Related Issue or bug
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Info about Issue or bug
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Closes #[issue number that will be closed through this PR]
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# Describe the changes you've made
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A clear and concise description of what you have done to successfully close your assigned issue. Any new files? or anything you feel to let us know!
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# Type of change
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Please delete options that are not relevant.
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<!--
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Example how to mark a checkbox :-
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- [x] My code follows the code style of this project.
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-->
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- [ ] Bug fix (non-breaking change which fixes an issue)
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- [ ] New feature (non-breaking change which adds functionality)
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- [ ] Code style update (formatting, local variables)
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- [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
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- [ ] This change requires a documentation update
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# How Has This Been Tested?
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Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce.
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# Describe if there is any unusual behaviour of your code(Write `NA` if there isn't)
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A clear and concise description of it.
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# Checklist:
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<!--
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Example how to mark a checkbox :-
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- [x] My code follows the code style of this project.
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-->
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- [ ] My code follows the style guidelines of this project.
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- [ ] I have performed a self-review of my own code.
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- [ ] I have commented my code, particularly in hard-to-understand areas.
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- [ ] I have made corresponding changes to the documentation.
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- [ ] My changes generate no new warnings.
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- [ ] I have added tests that prove my fix is effective or that my feature works.
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- [ ] New and existing unit tests pass locally with my changes.
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- [ ] Any dependent changes have been merged and published in downstream modules.
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# Screenshots
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Original | Updated
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:--------------------: |:--------------------:
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**original screenshot** | <b>updated screenshot </b> |

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