18 projects
contextualbandits
Python Implementations of Algorithms for Contextual Bandits
isotree
Isolation-Based Outlier Detection, Distance, and NA imputation
outliertree
Explainable outlier detection through smart decision tree conditioning
recometrics
Library-agnostic evaluation framework for implicit-feedback recommender systems
cmfrec
Collective matrix factorization
costsensitive
Reductions for Cost-Sensitive Multi-Class Classification
readsparse
Read and Write Sparse Matrices in Text Format
findblas
None
poismf
Fast and memory-efficient Poisson factorization for sparse count matrices
hpfrec
Hierarchical Poisson matrix factorization for recommender systems
ctpfrec
Collaborative topic Poisson factorization for recommender systems
cycereal
stochqn
Stochastic limited-memory quasi-Newton optimizers
nonnegcg
Conjugate-gradient optimizer subject to non-negativity constraints
fneighcf
Recommender system based on parameterized Item-Item effects
icls
Implicitly-Constrained Least Squares for Semi-Supervised Learning
hierreg
Hierarchical or multilevel linear models through l2-regularization
pwlistorder
Ordering lists based on aggregated pairwise preferences
