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Random Search Python Packages

Python packages with the GitHub topic random-search. Sorted by relevance, with stars and monthly downloads.
williamFalcon
test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

19K 735 71
SimonBlanke
gradient-free-optimizers

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

15K 1K 94
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
sibirbil
marsopt

Mixed Adaptive Random Search (MARS) for Optimization

1K 30 1
JeremieGince
automlpy

This package is an automatic machine learning module whose function is to optimize the hyper-parameters of an automatic learning model.

429 3 0
m-pektas
bfas

Brute Force Architecture Search

220 4 0
ISG-Siegen
lenskit-auto

An AutoRecSys Library built around LensKit. Performs automatic algorithm selection, hyperparameter optimzation and ensembling on LensKit models.

206 3 1
ISG-Siegen
lkauto

An AutoRecSys Library built around LensKit. Performs automatic algorithm selection, hyperparameter optimzation and ensembling on LensKit models.

111 3 1
angelgaspar
randomsearch

A simple n-dimensional random search algorithm

72 4 2
Hvass-Labs
swarmops

Heuristic Optimization for Python

53 73 16
maxim5
hyperengine

Python library for Bayesian hyper-parameters optimization

47 93 23
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