fasttreeshap

A fast version of TreeSHAP algorithm.

Project description

Fast TreeSHAP v1 and v2 are developed to improve the computational efficiency of TreeSHAP for large datasets, and in practice v1 is 1.5x faster, and v2 is 2.5x faster at the cost of a slightly higher memory usage.

Project details

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0.1.6

Jun 26, 2023

0.1.5

Jun 14, 2023

0.1.4

May 18, 2023

0.1.3

Nov 29, 2022

0.1.2

May 20, 2022

0.1.1

Feb 8, 2022

This version

0.1.0

Feb 8, 2022

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fasttreeshap-0.1.0.tar.gz (286.1 kB view hashes)

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Uploaded Feb 8, 2022 CPython 3.8 macOS 10.14+ x86-64

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