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EMI-Group/evogp

A GPU-accelerated library for Tree-based Genetic Programming, leveraging PyTorch and custom CUDA kernels for high-performance evolutionary computation. It supports symbolic regression, classification, and policy optimization with advanced features like multi-output trees and benchmark tools.

Owner
EMI-Group (organization)
Stars
Stars: 291
Forks
Forks: 48
Language
Python
License
GPL-3.0
Created
2024
Topics
cudaevolutionary-computationgenetic-programminggpu-accelerationpytorchsymbolic-regression
Tier
Alpha (250 to 699 ★) What this tier means
View on GitHub

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