explainable-ml topic

List explainable-ml repositories

ClusterShapley

50
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3
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Explaining dimensionality results using SHAP values

awesome-machine-learning-interpretability

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579
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A curated list of awesome responsible machine learning resources.

diabetes_use_case

25
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13
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Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/

hc_ml

22
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8
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Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.

CADE

116
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34
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Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications

mindsdb

32.7k
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5.4k
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423
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AI's query engine - Platform for building AI that can answer questions over large scale federated data. - The only MCP Server you'll ever need

DALEX

1.3k
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166
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moDel Agnostic Language for Exploration and eXplanation

tensorwatch

3.4k
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357
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Debugging, monitoring and visualization for Python Machine Learning and Data Science

Aspect-Based-Sentiment-Analysis

531
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89
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💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

interpret

6.1k
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718
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Fit interpretable models. Explain blackbox machine learning.