factorization-machines topic

List factorization-machines repositories

pyfms

27
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7
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A Theano-based Python implementation of Factorization Machines (Rendle 2010).

rankfm

170
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36
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Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

reco

54
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21
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a simple yet versatile recommendation systems library in python

LightCTR

675
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142
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Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communicat...

DeepMatch

2.2k
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524
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A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

xlearn

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520
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High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI int...

DeepCTR

7.4k
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Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

fastFM

1.1k
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204
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fastFM: A Library for Factorization Machines

pytorch-fm

993
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221
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Factorization Machine models in PyTorch

tffm

783
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175
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TensorFlow implementation of an arbitrary order Factorization Machine