Heuristic Search Algorithms Python Packages

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)

py2opt

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

deepxube

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

freelunch

Meta-heuristic optimisation suite for python

pyharmonysearch

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

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.

deepcubeai

Learning Discrete World Models for Heuristic Search

perfect-game-player

Plays board games using Minimax algorithm

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.

pathplanning

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

ampgo

Adaptive memory programming for Global Optimization

tsp-solutions

Exact Solution for the np-hard problem TSP