explainable-ml topic

List explainable-ml repositories

ClusterShapley

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2
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Explaining dimensionality results using SHAP values

awesome-machine-learning-interpretability

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A curated list of awesome machine learning interpretability resources.

diabetes_use_case

23
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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

78
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23
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Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications

mindsdb

16.4k
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2.1k
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365
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MindsDB is a Server for Artificial Intelligence Logic. Enabling developers to ship AI powered projects to production in a fast and scalable way.

DALEX

1.1k
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150
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moDel Agnostic Language for Exploration and eXplanation

tensorwatch

3.3k
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356
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Debugging, monitoring and visualization for Python Machine Learning and Data Science

Aspect-Based-Sentiment-Analysis

410
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78
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💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

interpret

5.2k
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629
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Fit interpretable models. Explain blackbox machine learning.