FEDOT - AutoML framework for composite pipelines FEDOT is an | Data Science by ODS.ai 🦜

FEDOT - AutoML framework for composite pipelines

FEDOT is an open-source framework for automated modeling and machine learning (AutoML). It can build custom modeling pipelines for different real-world processes in an automated way using an evolutionary approach. FEDOT supports classification (binary and multiclass), regression, clustering, and time series prediction tasks, as well as different data types and multi-modal cases. Also, sensitivity analysis of the pipelines, custom pipelines design as the initial assumption of optimization, domain-specific objective functions, and other interesting features are implemented.

Github: https://github.com/nccr-itmo/FEDOT

Preprint: https://arxiv.org/abs/2106.15397

Intro: