Hyper-Trees/pyproject.toml at main · StatMixedML/Hyper-Trees · GitHub

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[project]
name = "hypertrees-forecasting"
version = "0.1.1"
description = "Forecasting with Hyper-Trees"
readme = {file = "README.md", content-type = "text/markdown"}
authors = [
    {name = "Alexander März", email = "statmixedmlgit@gmail.com"},
    {name = "Kashif Rasul", email = "rasul.kashif@morganstanley.com"}
]
maintainers = [
    {name = "Alexander März", email = "statmixedmlgit@gmail.com"}
]
license = { file = "LICENSE" }
requires-python = ">=3.11,<3.15"
keywords = [
    "Gradient Boosted Trees",
    "Hyper Models",
    "Hybrid Models",
    "Machine Learning",
    "Time Series Forecasting",
    "Time-Varying Parameters"
]
classifiers = [
    "Development Status :: 3 - Alpha",
    "Intended Audience :: Science/Research",
    "Intended Audience :: Developers",
    "License :: Other/Proprietary License",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Programming Language :: Python :: 3.13",
    "Programming Language :: Python :: 3.14",
    "Operating System :: OS Independent",
]
dependencies = [
    "lightgbm>=4.6",
    "numpy>=2.0",
    "pandas>=2.3",
    "torch>=2",
]

[project.optional-dependencies]
extras = [
    "matplotlib>=3.10",
    "shap>=0.48",
    "optuna>=4",
]

docs = [
    "mkdocs",
    "mkdocstrings[python]",
    "mkdocs-jupyter",
    "mkdocs-material",
]

test = [
    "pytest",
    "pytest-cov",
    "pytest-mock",
    "coverage",
    "flake8"
]

dev = [
    "hypertrees-forecasting[test]",
    "black",
    "isort",
    "mypy",
    "pre-commit"
]

[project.urls]
Repository = "https://github.com/StatMixedML/Hyper-Trees"
Issues = "https://github.com/StatMixedML/Hyper-Trees/issues"
Discussions = "https://github.com/StatMixedML/Hyper-Trees/discussions"
Documentation = "https://github.com/StatMixedML/Hyper-Trees#readme"

[tool.setuptools]
include-package-data = true
zip-safe = true

[tool.setuptools.packages.find]
include = ["hypertrees*"]
exclude = ["docs*", "tests*", "*.tests*", "notebooks*", "scripts*", ".github*", "experiments*", "examples*"]

[build-system]
requires = ["setuptools>=61", "wheel"]
build-backend = "setuptools.build_meta"

[tool.pytest.ini_options]
testpaths = ["tests"]
# restrict to models and utils
addopts = "--cov=hypertrees.models --cov=hypertrees.utils --cov-report=term-missing"

[tool.coverage.run]
branch = true
source = [
    "hypertrees/models",
    "hypertrees/utils.py",
]

[tool.coverage.report]
show_missing = true
skip_covered = false
omit = [
    "hypertrees/experiments/*",
]

[tool.coverage.html]
directory = "htmlcov"