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name = "oc-p6"
version = "1.1.0"
description = "Projet Credit Scoring - Home Credit Default Risk"
readme = "README.md"
requires-python = ">=3.11"
dependencies = [
# Core data science libraries
"pandas>=2.0.0",
"numpy>=2",
"scikit-learn>=1.3.0",
# Visualization
"matplotlib>=3.7.0",
"seaborn>=0.12.0",
"plotly>=5.14.0",
# Machine Learning
"lightgbm>=4.0.0",
# MLflow for tracking
"mlflow>=2.10.0",
# Hyperparameter optimization
"hyperopt>=0.2.7",
"optuna>=3.5.0",
"lime>=0.2.0",
"numba>=0.59.0",
# Data quality
"imbalanced-learn>=0.11.0",
# Utilities
"tqdm>=4.65.0",
"joblib>=1.3.0",
# Jupyter
"jupyter>=1.0.0",
"ipykernel>=6.25.0",
"ipywidgets>=8.1.0",
# Flask for serving
"flask>=3.0.0",
"gradio==6.6.0",
"evidently>=0.7.20",
]
[project.optional-dependencies]
dev = [
# Testing
"pytest>=7.4.0",
"pytest-cov>=4.1.0",
# Machine Learning (for notebooks only)
"xgboost>=2.0.0",
"catboost>=1.2.0",
# Code quality
"black>=23.0.0",
"flake8>=6.0.0",
"mypy>=1.5.0",
"ruff>=0.1.0",
]
[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"
[tool.hatch.build.targets.wheel]
packages = ["src"]
[tool.black]
line-length = 100
target-version = ['py312']
[tool.ruff]
line-length = 100
target-version = "py312"
[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = "test_*.py"
python_functions = "test_*"
addopts = "-v"
[dependency-groups]
dev = [
"pytest>=9.0.2",
"pytest-cov>=7.0.0",
]
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