Confusion Matrix Python Packages

pycm

Multi-class confusion matrix library in Python

pretty-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

korr

collection of utility functions for correlation analysis

pypair

Pairwise association measures of statistical variable types

prob-conf-mat

Confusion matrices with uncertainty quantification, experiment aggregation and significance testing.

nerval

Python framework to evaluate Named Entity Recognition (NER) models. Creates entity-level confusion matrix and classification report.

metriculous

Measure and visualize machine learning model performance without the usual boilerplate.

confplot

Confusion Matrix in Python: Plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

disarray

Confusion matrix metrics directly from your pandas DataFrame

tfmpl

Seamlessly integrate matplotlib figures as tensorflow summaries.

cmtb

Confusion matrix in tensorboard

scorer

Machine Learning Scorer Library

daze

Better multi-class confusion matrix plots for Scikit-Learn, incorporating per-class and overall evaluation measures.