Complexity Python Packages

mccabe

McCabe complexity checker for Python

flake8-annotations-complexity

flake8 plugin to validate annotations complexity

flake8-cognitive-complexity

An extension for flake8 that validates cognitive functions complexity

antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

cellpylib

A library for working with Cellular Automata, for Python.

wily

A Python application for tracking, reporting on timing and complexity in Python code

entropyhub

An open-source toolkit for entropic data analysis.

mehen

Source code metrics tracking tool

furones

Furones: Approximate Dominating Set Solver

phi-complexity

Code quality metrics based on Golden Ratio (φ) mathematical invariants

reticula

Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.

bigocheck

Zero-dependency empirical Big-O complexity checker for Python with CLI, assertions, and pytest integration

macrostat

A Package providing multiple tools for the statistical analysis and treatment of macroeconomic simulation models, with a particular focus on Agent-based and Stock-Flow Consistent Models

pybdm

Python implementation of block decomposition method for approximating algorithmic complexity

ravioli

Checks for spaghetti code

hsc3d

Measure representative 3D structures with 2 lines of code from point cloud

neurokit

A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).

fermi-cref

fermi is a flexible and rigorous toolkit for economic complexity and matrix-driven analysis

turing-machine-utils

Python script to create and test Turring machines

bigonavigator

A Python package to track and document the computational complexity of functions.

bfprt

Median of medians quickselect algorithm

npycomp

A Python library for NP-complete reductions.

rmedian-algorithm

Python implementation of the RMedian algorithm.

rminimum-algorithm

Python implementation of the RMinimum algorithm.