fasttreeshap

Name	fasttreeshap JSON
Version	0.1.6 JSON
	download
home_page	http://github.com/linkedin/fasttreeshap
Summary	A fast implementation of TreeSHAP algorithm.
upload_time	2023-06-26 03:57:16
maintainer
docs_url	None
author	Jilei Yang
requires_python
license	BSD 2-CLAUSE
keywords
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI
coveralls test coverage	No coveralls.

            FastTreeSHAP package implements two new algorithms FastTreeSHAP v1 and FastTreeSHAP v2, to improve the computational efficiency of TreeSHAP for large datasets. In practice FastTreeSHAP v1 is 1.5x faster than TreeSHAP while keeping the memory cost unchanged, and FastTreeSHAP v2 is 2.5x faster than TreeSHAP at the cost of a slightly higher memory usage.

            

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