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SimonBlanke
gradient-free-optimizers

Lightweight optimization with local, global, population-based and sequential techniques across mixed search spaces

15K 1K 95
Evolutionary-Intelligence
pypop7

[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]

7K 284 42
SimonBlanke
surfaces

Standardized test-functions for optimization algorithms and machine-learning

2K 6 5
EMI-Group
evox

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

2K 2K 322
inikishev
torchzero

Modular optimization library for PyTorch (work-in-progress).

1K 14 0
SimonBlanke
surfaces-cec-data

CEC benchmark data files for the surfaces library

1K 6 5
SimonBlanke
surfaces-onnx-files

Pre-trained ONNX surrogate models for the surfaces library

907 6 5
anabatsh
protes

Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.

750 41 5
AndreiChertkov
ttopt

Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.

397 39 3
NREL
soogo

Surrogate-based 0-th Order Global Optimization for black-box problems.

248 5 9
thieu1995
evorbf

EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks

231 9 0
NREL
blackboxoptim

Surrogate-based 0-th Order Global Optimization for black-box problems.

185 5 9
danielkelshaw
pyswallow

Particle Swarm Optimiser

121 2 0
SimonBlanke
gradient-free-objective-functions

Standardized test-functions for optimization algorithms and machine-learning

95 6 5
SimonBlanke
surfaces-dashboard

No description available

91 6 5
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