OpenRec documentation¶

Contents¶

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

modules package¶

Module¶

Extractions¶

Extraction¶

Look Up¶

Identity Mapping¶

Latent Factor¶

Multi Layer FC¶

SDAE¶

TemporalLatentFactor¶

Fusions¶

Fusion¶

Concat¶

Average¶

Interactions¶

Interaction¶

PairwiseLog¶

PairwiseEuDist¶

PointwiseGeCE¶

PointwiseGeMLPCE¶

PointwiseMLPCE¶

PointwiseMSE¶

openrec.legacy.recommenders package¶

Recommender¶

BPR¶

VisualBPR¶

CDL¶

CML¶

Visual CML¶

ConcatVisualBPR¶

PMF¶

User PMF¶

VisualPMF¶

User Visual PMF¶

VisualGMF¶

utils package¶

Evaluators package¶

Evaluator¶

Implicit Eval Manager¶

AUC¶

Recall¶

MSE¶

NDCG¶

Precision¶

Samplers¶

Sampler¶

Explicit Sampler¶

Pairwise Sampler¶

Pointwise Sampler¶

openrec.legacy.utils.dataset module¶

openrec.legacy.utils.implicit_dataset module¶

implicit_model_trainer module¶

Indices and tables¶

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