Complexity Analysis Python Packages

mccabe

McCabe complexity checker for Python

flake8

flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.

mesa

Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

bristol

Parallel random matrix tools and complexity for deep learning

bigot

Benchmarking library with Space and Time Complexity estimation

moduleprofiler

Free open-source package to profile PyTorch models.

epsteinsovereigncitizens

A spatial alteration to Epstein's civil violence model

mesa-frames

An extension to the Mesa framework which uses pandas/Polars DataFrames for enhanced performance

perf-tool

Performance investigation tool

flopsmeter

FLOPs & Complexity Calculator for PyTorch Deep Learning Model