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@EMI-Group

EMI-Group

Evolving Machine Intelligence (EMI) Group — Unleashing the Power of Evolutionary Computation.

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  1. evox evox Public

    Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

    Python 240 40

  2. evogp evogp Public

    A GPU-accelerated library for Tree-based Genetic Programming, leveraging PyTorch and custom CUDA kernels for high-performance evolutionary computation. It supports symbolic regression, classificati…

    Python 13

  3. evoxbench evoxbench Public

    Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

    Python 98 16

  4. tensorneat tensorneat Public

    GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)

    Python 92 14

  5. tensorrvea tensorrvea Public

    GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.

    Python 14 2

  6. tensoraco tensoraco Public

    GPU-accelerated Ant Colony Optimization (ACO)

    Python 12

Repositories

Showing 10 of 26 repositories
  • evox Public

    Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

    EMI-Group/evox’s past year of commit activity
    Python 240 BSD-3-Clause 40 1 3 Updated Jan 23, 2025
  • evogp Public

    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.

    EMI-Group/evogp’s past year of commit activity
    Python 13 0 0 0 Updated Jan 22, 2025
  • tensorneat Public

    GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)

    EMI-Group/tensorneat’s past year of commit activity
    Python 92 BSD-3-Clause 14 1 0 Updated Dec 18, 2024
  • tensoraco Public

    GPU-accelerated Ant Colony Optimization (ACO)

    EMI-Group/tensoraco’s past year of commit activity
    Python 12 BSD-3-Clause 0 0 0 Updated Oct 16, 2024
  • tensorrvea Public

    GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.

    EMI-Group/tensorrvea’s past year of commit activity
    Python 14 BSD-3-Clause 2 0 0 Updated Oct 16, 2024
  • EMI-Group/snn-temporal-fusion’s past year of commit activity
    Python 3 BSD-3-Clause 0 0 0 Updated Sep 24, 2024
  • evoxbench Public

    Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

    EMI-Group/evoxbench’s past year of commit activity
    Python 98 Apache-2.0 16 0 0 Updated Sep 6, 2024
  • spikefpn Public
    EMI-Group/spikefpn’s past year of commit activity
    Python 3 BSD-3-Clause 0 0 0 Updated Sep 3, 2024
  • spikingedn Public
    EMI-Group/spikingedn’s past year of commit activity
    0 0 0 0 Updated Aug 8, 2024
  • IEEE-CEC-NAS-Competition Public

    Repository for the IEEE CEC Competition on Multiobjective Neural Architecture Search

    EMI-Group/IEEE-CEC-NAS-Competition’s past year of commit activity
    Python 3 0 0 0 Updated Jul 10, 2024

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