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Derivative Free Optimization Python Packages

Python packages with the GitHub topic derivative-free-optimization. Sorted by relevance, with stars and monthly downloads.
SimpleArt
pyroot

Python library for root-finding in one dimension

90K 16 1
pdfo
pdfo

Powell's Derivative-Free Optimization solvers.

7K 108 29
Evolutionary-Intelligence
pypop7

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants. In the near future, we will add Learning-Based Optimizers as its extensions. [https://jmlr.org/papers/v25/23-0386.html]

6K 286 42
bbopt
pynomadbbo

Python interface to Nomad 4

4K 153 26
EMI-Group
evox

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

2K 2K 334
Ahmed-Bayoumy
omads

OMADS - A blackbox optimization python package

1K 6 0
inikishev
torchzero

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

1K 14 0
optiprofiler
optiprofiler

Benchmarking optimization solvers.

896 15 4
SimpleArt
spsa

A simple implementation of SPSA with automatic learning rate tuning

761 38 0
microprediction
humpday

Elo ratings for global black box derivative-free optimizers

498 143 21
Ahmed-Bayoumy
statlml

Statistical Learning Models Library

259 1 0
thieu1995
deforce

deforce: Derivative-Free Algorithms for Optimizing Cascade Forward Neural Networks

141 1 2
ossamaAhmed
blackbox-mpc

Sampling based Model Predictive Control package for Model-Based RL research

113 58 7
FilippoAiraldi
globopt

Myopic and non-myopic Global Optimization via IDW and RBF surrogate models

78 2 0
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