Metadata-Version: 2.1
Name: automlite
Version: 0.1.1
Summary: An automated machine learning pipeline for classification and regression tasks
Author: Manan Verma
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.8
Requires-Dist: numpy>=1.21.0
Requires-Dist: pandas>=1.3.0
Requires-Dist: scikit-learn>=1.0.0
Requires-Dist: scipy>=1.7.0
Requires-Dist: matplotlib>=3.4.0
Requires-Dist: seaborn>=0.11.0
Requires-Dist: lightgbm>=3.3.0
Requires-Dist: xgboost>=1.5.0
Requires-Dist: catboost>=1.0.0
Requires-Dist: optuna>=2.10.0
Requires-Dist: shap>=0.40.0
Requires-Dist: joblib>=1.1.0
Requires-Dist: tqdm>=4.62.0
Provides-Extra: dev
Requires-Dist: pytest>=6.2.0; extra == "dev"
Requires-Dist: pytest-cov>=2.12.0; extra == "dev"
Requires-Dist: black>=21.12b0; extra == "dev"
Requires-Dist: flake8>=4.0.0; extra == "dev"
Requires-Dist: mypy>=0.910; extra == "dev"

