Metadata-Version: 2.1
Name: fasttreeshap
Version: 0.1.0
Summary: A fast version of TreeSHAP algorithm.
Home-page: http://github.com/linkedin/fasttreeshap
Author: Jilei Yang
Author-email: jlyang@linkedin.com
License: BSD 2-CLAUSE
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Description-Content-Type: text/markdown
Provides-Extra: plots
Provides-Extra: others
Provides-Extra: docs
Provides-Extra: test
Provides-Extra: all
License-File: LICENSE
License-File: NOTICE

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.

