# plantbrain-fastml

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

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## 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

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## Installation

1. **Clone the repository**

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