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Heuristic Search Algorithms Python Packages

Python packages with the GitHub topic heuristic-search-algorithms. Sorted by relevance, with stars and monthly downloads.
HaaLeo
swarmlib

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)

710 576 111
pdrm83
py2opt

How to solve the traveling salesman problem with the 2-opt algorithm, a fast heuristic search algorithm.

629 33 10
forestagostinelli
deepxube

Learn a domain-specific heuristic function in a domain-independent fashion to solve pathfinding problems.

548 13 7
MDCHAMP
freelunch

Meta-heuristic optimisation suite for python

469 47 3
lanl
pyharmonysearch

pyHarmonySearch is a pure Python implementation of the harmony search (HS) global optimization algorithm.

334 88 23
TortueSagace
versatile-evasion-attacks

Security protocols for estimating adversarial robustness of machine learning models for both tabular and image datasets. This package implements a set of evasion attacks based on metaheuristic optimization algorithms, and complex cost functions to give reliable results for tabular problems.

294 3 0
misaghsoltani
deepcubeai

Learning Discrete World Models for Heuristic Search

221 11 2
dsaw
perfect-game-player

Plays board games using Minimax algorithm

213 1 0
TortueSagace
universal-evasion-attacks

Security protocols for estimating adversarial robustness of machine learning models for both tabular and image datasets. This package implements a set of evasion attacks based on metaheuristic optimization algorithms, and complex cost functions to give reliable results for tabular problems.

191 3 0
damminhtien
pathplanning

A library-first, ROS-agnostic path-planning core with reproducible benchmarking and performance-minded implementations! Innovation by past works of zhm-real/PathPlanning!

142 1 0
dschmitz89
ampgo

Adaptive memory programming for Global Optimization

118 0 0
projektdexter
tsp-solutions

Exact Solution for the np-hard problem TSP

55 1 0
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