Heuristics Python Packages

opes

A research-focused portfolio optimization and backtesting engine.

evol

a python grammar for evolutionary algorithms and heuristics

qqa

Quasi-Quantum Annealing (QQA): a general-purpose GPU solver for combinatorial and spin-glass optimization, with PI-GNN/CPRA and a parallel SA baseline.

tspgrasp

GRASP for TSP

anti-clustering

A Python library for anti-clustering algorithms

explodethosebits

ExplodeThoseBits - CUDA-accelerated exhaustive bit tree analysis

ki

Reinforcment Learning Inspired by Earth

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.

optiflowx

A lightweight Python library for hyperparameter optimization using evolutionary and probabilistic algorithms.

neuroptimiser

A modular and asynchronous framework for neuromorphic optimisation using spike-driven metaheuristics and heuristic-controlled spiking dynamics.

articleparse

Heuristic text extraction from news articles

itemsubjector

CLI-tool to easily add "main subject" aka topics in bulk to groups of items on Wikidata

lk-heuristic

The Lin-Kernighan Heuristic implemented in python

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.

rqmts

rqmts - Generate pip requirements.txt file for any project