Top 6 xai-library Open-Source Projects

explainerdashboard

2 2,224 8.0 Python

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

Project mention: Help! Interviewing for ML and modern CV positions (plus a ML model explainer dashboard) | /r/OMSCS | 2023-05-11

tf-keras-vis

1 305 6.9 Python

Neural network visualization toolkit for tf.keras
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
TorchPRISM

2 47 1.8 Python

Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework
ContrXT

1 23 0.0 Python

a tool for comparing the predictions of any text classifiers
easy_explain

1 9 6.5 Python

A library that helps to explain AI models in a really quick & easy way
xi-method

1 5 8.5 Python

Xi method

Project mention: [P] I created a package implementing a SOTA technique for XAI ( Explainable AI) | /r/MachineLearning | 2023-09-03

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).