Metadata-Version: 2.4
Name: plantbrain-fastml
Version: 0.1.0
Summary: An AutoML package by plantBrain with classification, regression, and forecasting support.
Home-page: https://github.com/ALGO8AI/plantbrain-fastml.git
Author: Himanshu Bhansali, Himanshu Ranjan
Author-email: Himanshu Bhansali <himanshu.bhansali@algo8.ai>, Himanshu Ranjan <Himanshu.ranjan@algo8.ai>
License: MIT
Project-URL: Documentation, https://github.com/ALGO8AI/plantbrain-fastml.git
Project-URL: Source, https://github.com/ALGO8AI/plantbrain-fastml.git
Keywords: AutoML,classification,regression,forecasting,machine learning
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.13.0
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: scikit-learn>=1.6.1
Requires-Dist: pandas>=2.2.3
Requires-Dist: numpy>=2.1.3
Requires-Dist: optuna>=4.1.0
Dynamic: author
Dynamic: home-page
Dynamic: license-file
Dynamic: requires-python

# plantbrain-fastml

**An AutoML package by plantBrain for fast prototyping and experimentation in classification, regression, and forecasting tasks.**

---

## Features

- Unified base classes for regressors, classifiers, and forecasters
- Built-in Optuna-powered hyperparameter tuning
- Plug-and-play model architecture with popular algorithms
- Model managers to train and compare multiple models easily
- Out-of-the-box preprocessing and evaluation metrics
- Scalable, maintainable, and extendable codebase

---

## Installation

1. **Clone the repository**

```bash
git clone https://github.com/ALGO8AI/plantbrain-fastml.git
cd plantbrain-fastml
pip install -e .
