init

.editorconfig

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+# EditorConfig is awesome: https://EditorConfig.org
+
+# top-most EditorConfig file
+root = true
+
+[*]
+indent_style = space
+indent_size = 4
+end_of_line = lf
+charset = utf-8
+trim_trailing_whitespace = true
+insert_final_newline = true
+
+[*.{json,toml,yaml,yml}]
+indent_size = 2

.gitattributes

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+# https://github.com/alexkaratarakis/gitattributes/blob/master/Python.gitattributes
+# Basic .gitattributes for a python repo.
+
+# Source files
+# ============
+*.pxd text diff=python
+*.py text diff=python
+*.py3 text diff=python
+*.pyw text diff=python
+*.pyx text diff=python
+*.pyz text diff=python
+*.pyi text diff=python
+
+# Binary files
+# ============
+*.db binary
+*.p binary
+*.pkl binary
+*.pickle binary
+*.pyc binary export-ignore
+*.pyo binary export-ignore
+*.pyd binary
+
+# Jupyter notebook
+*.ipynb text
+
+# Note: .db, .p, and .pkl files are associated
+# with the python modules ``pickle``, ``dbm.*``,
+# ``shelve``, ``marshal``, ``anydbm``, & ``bsddb``
+# (among others).

.gitignore

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

.pre-commit.yaml

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+repos:
+  - repo: https://github.com/asottile/pyupgrade
+    rev: "v2.37.3"
+    hooks:
+      - id: pyupgrade
+
+  - repo: https://github.com/python-poetry/poetry
+    rev: "1.2.0rc1"
+    hooks:
+      - id: poetry-check
+      - id: poetry-lock
+
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: "v4.3.0"
+    hooks:
+      # - id: check-added-large-files
+      - id: check-executables-have-shebangs
+      - id: check-merge-conflict
+      - id: check-symlinks
+      # - id: check-json
+      - id: check-toml
+      - id: check-yaml
+      - id: debug-statements
+      - id: destroyed-symlinks
+      - id: detect-private-key
+      - id: end-of-file-fixer
+      - id: fix-byte-order-marker
+      - id: mixed-line-ending
+      - id: trailing-whitespace
+
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: "v0.971"
+    hooks:
+      - id: mypy
+
+  - repo: https://github.com/pycqa/isort
+    rev: "5.10.1"
+    hooks:
+      - id: isort
+        name: isort (python)
+
+  - repo: https://github.com/psf/black
+    rev: "22.8.0"
+    hooks:
+      - id: black
+        language_version: python

poetry.toml

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+[virtualenvs]
+create = true
+in-project = true

pyproject.toml

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+[tool.poetry]
+authors = [""]
+description = ""
+license = "MIT"
+name = ""
+readme = "README.md"
+version = "0.1.0"
+
+[tool.poetry.dependencies]
+albumentations = "^1.3.0"
+numpy = "^1.23.4"
+python = ">=3.8,<3.11"
+rich = "^12.6.0"
+
+[tool.poetry.group.notebooks]
+optional = true
+
+[tool.poetry.group.notebooks.dependencies]
+ipykernel = "^6.15.3"
+matplotlib = "^3.5.3"
+
+[tool.poetry.group.dev.dependencies]
+Flake8-pyproject = "^1.1.0"
+bandit = "^1.7.4"
+black = "^22.10.0"
+flake8 = "^5.0.4"
+flake8-docstrings = "^1.6.0"
+isort = "^5.10.1"
+mypy = "^0.990"
+pre-commit = "^2.20.0"
+types-PyYAML = "^6.0.12.1"
+
+
+[tool.poetry.group.notebook.dependencies]
+ipykernel = "^6.17.0"
+matplotlib = "^3.6.2"
+
+[build-system]
+build-backend = "poetry.core.masonry.api"
+requires = ["poetry-core>=1.0.0"]
+
+[tool.flake8]
+# rules ignored
+extend-ignore = ["W503", "D401", "D403"]
+per-file-ignores = ["__init__.py:F401", "__init__.py:D104"]
+# black
+ignore = "E203"
+max-line-length = 120
+
+[tool.black]
+exclude = '''
+/(
+  \.git
+  \.venv
+)/
+'''
+include = '\.pyi?$'
+line-length = 120
+target-version = ["py310"]
+
+[tool.isort]
+multi_line_output = 3
+profile = "black"
+
+[tool.mypy]
+python_version = "3.10"
+warn_return_any = true
+warn_unused_configs = true