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

nerval

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

pypair

Pairwise association measures of statistical variable types

korr

collection of utility functions for correlation analysis

metriculous

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

prob-conf-mat

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

disarray

Confusion matrix metrics directly from your pandas DataFrame

confplot

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

cmtb

Confusion matrix in tensorboard

scorer

Multi-class scorer computation library.

tfmpl

Seamlessly integrate matplotlib figures tensorflow summaries.

daze

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