search

NicolasHug / Surprise

A Python scikit for building and analyzing recommender systems
http://surpriselib.com
BSD 3-Clause "New" or "Revised" License
6.34k stars 1.01k forks source link

Prepare release 1.1.2 #429

Closed NicolasHug closed 2 years ago

NicolasHug commented 2 years ago

Latest benchmarks:

Movielens 100k RMSE MAE Time
SVD 0.934 0.737 0:00:06
SVD++ 0.919 0.721 0:01:39
SVD++ 0.919 0.721 0:01:22
NMF 0.963 0.758 0:00:06
Slope One 0.946 0.743 0:00:09
k-NN 0.98 0.774 0:00:08
Centered k-NN 0.951 0.749 0:00:09
k-NN Baseline 0.931 0.733 0:00:13
Co-Clustering 0.963 0.753 0:00:06
Baseline 0.944 0.748 0:00:02
Random 1.518 1.219 0:00:01