Heuristic Search Algorithms Python Packages

deepxube

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

freelunch

Meta-heuristic optimisation suite for python

py2opt

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

swarmlib

Implementation and visualization of different swarm optimization algorithms.

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 heuristic 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

Production-oriented search-based and sampling-based path planning algorithms with reusable Python API.

ampgo

Adaptive Memory Programming for Global Optimization

tsp-solutions

Exact Solution for the np-hard problem TSP