Ian Covert

icon indicating a website link iancovert.com icon indicating an email [email protected]

icon company Stanford University icon location Palo Alto, California icon location Postdoctoral Researcher at Stanford

Results 6 repositories owned by Ian Covert

sage

236
Stars
33
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Watchers

For calculating global feature importance using Shapley values.

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Neural-GC

179
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43
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Granger causality discovery for neural networks.

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removal-explanations

56
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11
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A lightweight implementation of removal-based explanations for ML models.

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fastshap

78
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15
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An amortized approach for calculating local Shapley value explanations

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shapley-regression

58
Stars
14
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For calculating Shapley values via linear regression.

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dynamic-selection

17
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3
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Dynamic feature selection based on conditional mutual information

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