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NicolasHug
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Surprise
A Python scikit for building and analyzing recommender systems
http://surpriselib.com
BSD 3-Clause "New" or "Revised" License
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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
Latest benchmarks: