tensor-factorization topic

List tensor-factorization repositories

polara

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Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.

librec

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LibRec: A Leading Java Library for Recommender Systems, see

tensorly

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TensorLy: Tensor Learning in Python.

SimplE

142
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34
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SimplE Embedding for Link Prediction in Knowledge Graphs

hottbox

171
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27
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HOTTBOX: Higher Order Tensors ToolBOX.

BHT-ARIMA

98
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Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

TIP

23
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15
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TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)

decompose

43
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11
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Blind source separation based on the probabilistic tensor factorisation framework

pyten

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Python Package for Tensor Completion Algorithms