Heuristics Python Packages

opes

An open-source Python module for portfolio optimization and backtesting

evol

a python grammar for evolutionary algorithms and heuristics

explodethosebits

CUDA-Accelerated exhaustive bit-tree/bit-explosion analysis for digital forensics.

tspgrasp

A Greedy Randomized Adaptive Search Procedure (GRASP) for the Traveling Salesman Problem (TSP)

optiflowx

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

anti-clustering

A Python library for anti-clustering algorithms

neuroptimiser

NeurOptimiser is a neuromorphic optimisation framework in which metaheuristic search emerges from asynchronous spiking dynamics.

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.

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.

lk-heuristic

Lin-Kernighan Heuristic in Python

itemsubjector

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

articleparse

Heuristic text extraction from news sites in Python3

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.

ki

Reinforcment Learning Inspired by Earth

rqmts

rqmts - Generate pip requirements.txt file for any project