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Search results for python derivative free optimization
derivative-free-optimization
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python
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6 search results found
Prima
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251
PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell.
Pypop
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148
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
Humpday
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117
Elo ratings for global black box derivative-free optimizers
Evox
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98
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Pdfo
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81
Powell's Derivative-Free Optimization solvers.
Spsa
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11
A simple implementation of SPSA with automatic learning rate tuning
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