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PyCaret

Automate feature selection, compare models with hyperparameter tuning, and deploy models to production effortlessly.

Analytics

PyCaret is an open-source low-code machine learning library that automates the entire ML workflow including experiment setup and model comparison. Users can configure, tune, and deploy pipelines in under twenty lines of code using its native sklearn engine. The system runs on personal laptops or large clusters without vendor lock-in and includes a React dashboard for visualisation. This tool suits data teams who require production-ready models with minimal coding effort.

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