search

smartcorelib / smartcore

A comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.
https://smartcorelib.org/
Apache License 2.0
712 stars 77 forks source link

Performance #261

Open thegwan opened 1 year ago

thegwan commented 1 year ago

Discussed in https://github.com/smartcorelib/smartcore/discussions/260

Originally posted by **thegwan** April 17, 2023 Are there any performance expectations for the algorithms implemented in this library? Should I expect them to be comparable to or faster than equivalent scikit-learn implementations? My anecdotal tests show that they are quite a bit slower in both training and inference (I've been playing with decision tree in particular), but would like to confirm if this is expected.
qqlearn123 commented 1 year ago

Do you have any benchmarking results to show here?