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Stochastic Optimization Python Packages

Python packages with the GitHub topic stochastic-optimization. Sorted by relevance, with stars and monthly downloads.
esa
pygmo

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

16K 529 68
keurfonluu
stochopy

Python library for stochastic numerical optimization

6K 102 17
lbl-camera
fvgp

A software package for flexible HPC GPs

3K 16 5
ralna
gofit

Global Optimization for Fitting Problems

1K 3 2
SimpleArt
spsa

A simple implementation of SPSA with automatic learning rate tuning

781 38 0
Melvin-klein
algosto

A Python package that includes various stochastic algorithms.

694 0 0
PasaOpasen
beehiveoptimization

Implementation of beehive method (particle swarm optimization) for global optimization of multidimentional functions

596 3 2
PasaOpasen
discretehillclimbing

implementation of Hill Climbing algorithm for discrete tasks

532 1 0
jmaerte
pysmps

Utilities for parsing MPS and SMPS file formats.

444 20 4
energyinpython
evo-spotis

This is Python 3 library for multi-criteria decision analysis with decision-maker preference identification based on historical datasets using evolutionary stochastic algorithm Differential evolution

326 2 0
david-cortes
stochqn

(Python, Tensorflow, R, C, C++) Stochastic, limited-memory quasi-Newton optimizers (adaQN, SQN, oLBFGS)

305 12 7
cor3bit
python-somax

Composable Second-Order Optimization for JAX and Optax.

174 6 0
keurfonluu
stochannpy

StochANNPy

145 8 4
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