Confusion Matrix Python Packages

pycm

Multi-class confusion matrix library in Python

nerval

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

pretty-confusion-matrix

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

pypair

Pairwise association measures of statistical variable types

prob-conf-mat

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

korr

collection of utility functions for correlation analysis

confplot

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

metriculous

Very unstable library containing utilities to measure and visualize statistical properties of machine learning models.

disarray

Confusion matrix metrics directly from your pandas DataFrame

cmtb

Confusion matrix in tensorboard

tfmpl

Seamlessly integrate matplotlib figures tensorflow summaries.

scorer

Multi-class scorer computation library.

daze

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