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derivative-free-optimization

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EMI-Group / evox

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

neuroevolution pytorch gym gpu-acceleration evolutionary-algorithms multi-objective-optimization ray black-box-optimization evolutionary-computation evolutionary-strategies metaheuristics jax evolutionary-optimization derivative-free-optimization gradient-free-optimization population-based-optimization brax evolutionary-reinforcement-learinig
  • Updated Nov 26, 2025
  • Python

Evolutionary-Intelligence / pypop

Star 271

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, meta-heuristics, auto-control etc.). [https://jmlr.org/papers/v25/23-0386.html]

evolutionary-algorithms global-optimization differential-evolution genetic-algorithms black-box-optimization numerical-optimization nonlinear-optimization random-search optimization-algorithms particle-swarm-optimization evolution-strategies continuous-optimization large-scale-optimization derivative-free-optimization gradient-free-optimization zeroth-order-optimization direct-search population-based-optimization estimation-of-distribution-algorithms consensus-based-optimization
  • Updated Dec 5, 2025
  • Python

gulhameed361 / TRF-Solver

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Trust-Region Filter/Funnel (TRF) solver is developed using the concepts from nonlinear optimisation, derivative-free optimisation and surrogate modelling, and is used to optimise grey box optimisation problems (coupling glass box mathematical models with available derivative information and the black box models without derivative information).

applied-mathematics black-box-optimization numerical-optimization nonlinear-optimization optimization-algorithms process-modeling surrogate-modelling surrogate-based-optimization mathematical-optimization derivative-free-optimization trust-region-methods industrial-mathematics computer-aided-en
  • Updated Nov 25, 2025
  • Python

Focused-whitecinnamon815 / gpu_benchmark

Star 0

🚀 Benchmark GPU and CPU performance accurately across diverse hardware using PyTorch and TensorFlow, generating metrics and dashboards for optimization.

benchmark performance deep-learning pytorch cryptocurrency miner evolutionary-algorithms multi-objective-optimization ray monero xmr cryptonight metaheuristics 3d-computer-vision derivative-free-optimization gradient-free-optimization brax evolutionary-reinforcement-learinig
  • Updated Dec 7, 2025
  • Python

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