[project]
name = "insa-iml-practicals"
version = "0.1.0"
description = "Python environment for the INSA Rouen Normandie Machine Learning practical sessions"
requires-python = "==3.12.*"
dependencies = [
    # Notebook environment
    "ipykernel==7.3.0",
    "jupyterlab==4.6.3",

    # Scientific Python stack
    "matplotlib==3.11.1",
    "numpy==2.5.2",
    "pandas==3.0.5",
    "scipy==1.18.1",
    "seaborn==0.13.2",

    # Machine learning and model selection
    "scikit-learn==1.9.0",
    "optuna==4.9.0",

    # Non-linear dimensionality reduction
    "umap-learn==0.5.12",
]

[tool.uv]
package = false