{"repo":"sepandhaghighi/pycm","free":true,"listed":false,"github":"https://github.com/sepandhaghighi/pycm","clone":"git clone https://github.com/sepandhaghighi/pycm.git","description":"Multi-class confusion matrix library in Python","language":"Python","stars":1506,"topics":["machine-learning","confusion-matrix","matrix","statistics","statistical-analysis","accuracy","ml","ai","mathematics","data-mining"],"license":"MIT","category":"machine-learning","readme_excerpt":"PyCM: Python Confusion Matrix Overview PyCM is a multi-class confusion matrix library written in Python that supports both input data vectors and direct matrix, and a proper tool for post-classification model evaluation that supports most classes and overall statistics parameters. PyCM is the swiss-army knife of confusion matrices, targeted mainly at data scientists that need a broad array of metrics for predictive models and accurate evaluation of a large variety of classifiers. Fig1. ConfusionMatrix Block Diagram Open Hub PyPI Counter Github Stars Branch master dev CI Code Quality Installation ⚠️ PyCM 4.3 is the last version to support Python 3.6 ⚠️ PyCM 3.9 is the last version to support Python 3.5 ⚠️ PyCM 2.4 is the last version to support Python 2.7 & Python 3.4 ⚠️ Plotting capability requires Matplotlib ( = 3.0.0) or Seaborn ( = 0.9.1) PyPI - Check Python Packaging User Guide - Run pip install pycm==4.6 Source code - Download Version 4.6 or Latest Source - Run pip install . Conda - Check Conda Managing Package - Update Conda using conda update conda - Run conda install -c sepandhaghighi pycm MATLAB - Download and install MATLAB ( =8.5, 64/32 bit) - Download and install Python3.x ( =3.7, 64/32 bit) - [x] Select Add to PATH option - [x] Select Install pip option - Run pip install pycm - Configure Python interpreter - Visit MATLAB Examples Usage From vector Direct CM matrix() and normalized matrix() renamed to print matrix() and print normalized matrix() in version 1.5 Act","default_branch":null,"files":null,"tree":[],"storefront":"/r/sepandhaghighi","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sepandhaghighi/pycm/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}