[project]
name = "AllStreet"
version = "0.1.0"
description = "Modelo de ML para previsão de ações"
authors = [
    {name = "kauabarros-24", email = "martinsbarroskaua@gmail.com"},
]
dependencies = [
    "pandas>=3.0.1",
    "numpy>=1.24.0",
    "scipy>=1.10.0",
    "statsmodels>=0.14.0",
    "scikit-learn>=1.3.0",
    "yfinance>=0.2.0",
    "matplotlib>=3.7.0",
    "seaborn>=0.12.0",
    "joblib>=1.2.0"
]
requires-python = ">=3.12"
readme = "README.md"
license = {text = "MIT"}

[build-system]
requires = ["pdm-backend"]
build-backend = "pdm.backend"

[tool.pdm]
distribution = false

[tool.pdm.scripts]
download-data = "python3 scripts/download_data.py"
generate-features = "python3 scripts/generate_features.py"
train-all = "python3 scripts/train_all.py"
pipeline = "python3 scripts/download_data.py && python3 scripts/generate_features.py && python3 scripts/train_all.py"