Top 5 Python explainability Projects

tf-keras-vis

1 305 6.9 Python

Neural network visualization toolkit for tf.keras
CARLA

2 263 0.0 Python

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms (by carla-recourse)
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
whitebox

12 181 2.8 Python

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes (by squaredev-io)
TalkToModel

1 102 2.9 Python

TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
sagemaker-explaining-credit-decisions

2 94 2.4 Python

Amazon SageMaker Solution for explaining credit decisions.
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.

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).