Correlation Python Packages

django-guid

Inject an ID into every log message from a Django request. ASGI compatible, integrates with Sentry, and works with Celery

treecorr

Code for efficiently computing 2-point and 3-point correlation functions. For documentation, go to

ggca

Blazing fast Gene/GEM Correlation Analysis for Rust and Python

yet-another-wizz

Implementation of the Schmidt et al. (2013) clustering redshift method.

spatial-correlation-sampler

Custom implementation of Corrleation Module

pyerrors

Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.

conaction

Efficient implmenetations of instantiations of the Trinity of Covariation.

tuneta

Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

bindata

Generation of correlated artificial binary data - a replication of the omonymous R library

data-science-utils

Data Science Utils: Frequently Used Methods for Data Science

copent

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

correlation

Calculate confidence intervals for correlation coefficients

icsdll

Interface to the image correlation spectroscopy library ICSx64.dll.

heatmapz

Better heatmaps in Python

malaffinity

Archived. Visit `erkghlerngm44/aniffinity` for new package.

xmca

Maximum Covariance Analysis in Python

pypair

Pairwise association measures of statistical variable types

infotopo

computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks

nancorrmp

A multiprocessing version of pandas correlation method

msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

dfdoctor

Audit messy DataFrames, auto-fix issues, and run five-method correlation analysis - only pandas required

korr

collection of utility functions for correlation analysis

edasql

Exploratory Data Analytics tool for SQL

pycorr

A simple library to calculate correlation between variables. Currently provides correlation between nominal variables.