plantbrain-fastml 0.1.0

An AutoML package by plantBrain with classification, regression, and forecasting support.

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

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