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118 lines (102 loc) · 2.8 KB
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[build-system]
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "mlcli-toolkit"
version = "0.3.1"
description = "A production-ready CLI toolkit for training, evaluating, and tracking Machine Learning and Deep Learning models with experiment tracking, hyperparameter tuning, model explainability, and an interactive TUI"
readme = "README.md"
requires-python = ">=3.10"
license = { text = "MIT" }
authors = [
{ name = "Devarshi Lalani", email = "devarshilalani.devflow@gmail.com" },
]
keywords = [
"machine-learning",
"deep-learning",
"cli",
"mlops",
"experiment-tracking",
"hyperparameter-tuning",
"model-training",
"scikit-learn",
"tensorflow",
"xgboost",
]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Intended Audience :: Education",
"Intended Audience :: Information Technology",
"Natural Language :: English",
# OS support
"Operating System :: OS Independent",
# License
"License :: OSI Approved :: MIT License",
# Python versions
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
# Topics
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
# CLI
"Environment :: Console",
# Typing
"Typing :: Typed",
]
dependencies = [
"joblib>=1.1",
"numpy>=1.24,<2.0",
"onnx>=1.14",
"onnxruntime>=1.15",
"pandas>=2.0",
"plotext>=5.0",
"pyyaml>=6.0",
"rich-click>=1.6.0",
"scikit-learn>=1.0",
"skl2onnx>=1.14",
"tensorflow>=2.10",
"textual>=0.40.0",
"typer[all]>=0.7.0",
"xgboost>=1.7",
"lightgbm>=4.0.0",
"catboost>=1.2.0",
"statsmodels>=0.14.0",
"prophet>=1.1.0",
# PyTorch dependencies
"torch>=2.1",
"torchvision>=0.16",
"torchaudio>=2.1",
]
[project.optional-dependencies]
dev = [
"pytest>=9.0",
"pytest-cov>=7.0",
"black>=25.0",
"flake8>=7.0",
"mypy>=1.0",
]
[project.scripts]
mlcli = "mlcli.cli:app"
[project.urls]
Homepage = "https://github.com/codeMaestro78/MLcli"
Documentation = "https://github.com/codeMaestro78/MLcli#readme"
Repository = "https://github.com/codeMaestro78/MLcli"
Issues = "https://github.com/codeMaestro78/MLcli/issues"
[tool.setuptools.packages.find]
where = ["."]
include = ["mlcli*", "configs*"]
exclude = ["tests*"]
[tool.black]
line-length = 100
target-version = ['py38', 'py39', 'py310', 'py311', 'py312']
[tool.mypy]
python_version = "3.8"
warn_return_any = true
warn_unused_configs = true
disallow_untyped_defs = false
ignore_missing_imports = true