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GitHub topics: factorization-machine

ChenglongChen/tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

Language: Python - Size: 146 KB - Last synced at: about 8 hours ago - Pushed at: almost 7 years ago - Stars: 2,048 - Forks: 807

ZiyaoGeng/RecLearn

Recommender Learning with Tensorflow2.x

Language: Python - Size: 109 MB - Last synced at: about 23 hours ago - Pushed at: about 3 years ago - Stars: 1,936 - Forks: 498

cheungdaven/DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

Language: Python - Size: 14.6 MB - Last synced at: 17 days ago - Pushed at: almost 3 years ago - Stars: 1,151 - Forks: 293

RECeSS-EU-Project/JELI

Joint Embedding-classifier Learning for improved Interpretability (JELI)

Language: Python - Size: 44.9 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

tohtsky/myFM

A Python/C++ implementation of Bayesian Factorization Machines

Language: C++ - Size: 1.42 MB - Last synced at: 9 days ago - Pushed at: 8 months ago - Stars: 55 - Forks: 14

yxtay/recommender-tensorflow

Recommendation Models in TensorFlow

Language: Python - Size: 46.9 KB - Last synced at: 8 days ago - Pushed at: over 6 years ago - Stars: 46 - Forks: 13

benedekrozemberczki/FSCNMF

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

Language: Python - Size: 851 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 9

benedekrozemberczki/BoostedFactorization

An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).

Language: Python - Size: 829 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 13

qiaoguan/deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

Language: Python - Size: 495 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 920 - Forks: 278

febyeji/fm-for-online-recommendation

Factorization machine and its variations for recommendation systems

Language: Jupyter Notebook - Size: 417 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 7 - Forks: 2

moriaki3193/FMLite

Python implementation of Factorization Machine

Language: Python - Size: 136 KB - Last synced at: 19 days ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 2

WayneDW/DeepLight_Deep-Lightweight-Feature-Interactions

Accelerating Inference for Recommendation Systems (WSDM'21)

Language: Python - Size: 46.6 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 112 - Forks: 23

dev-wei/recman

Reusable deep learning models for recommendation systems

Language: Python - Size: 2.91 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

cnfsll/Neural-Factorization-Machine

Factorization Machine, Deep Learning, Recommender System

Language: Python - Size: 4.33 MB - Last synced at: 4 months ago - Pushed at: about 7 years ago - Stars: 18 - Forks: 13

KimRass/rec_sys_using_customer_data_and_dl

This repository is based on the lecture '고객데이터와 딥러닝을 활용한 추천시스템 구현'

Language: Jupyter Notebook - Size: 17.6 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

CNevd/Difacto_DMLC

Distributed FM and LR based on Parameter Server with Ftrl

Language: C++ - Size: 41.6 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 127 - Forks: 76

guokr/TorchCTR

CTR Prediction on PyTorch

Language: Python - Size: 5.65 MB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 14 - Forks: 2

dsprabowo/lightfm

hybrid recommender system using lightfm

Language: Jupyter Notebook - Size: 263 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

huytjuh/Recommender-System-Basket-Analysis

Basket-Sensitive Recommender System & Factorization Machines for grocery shopping based on hybrid random walk models.

Language: R - Size: 60.5 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

izuna385/fm-papers

Notes on papers related to factorization machines

Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

lateral/warpspeed

An implementation of WARP/FM for hybrid recommendation in Cython.

Language: Python - Size: 26.4 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

licesonw/deepmm

Multimodal deep learning package that uses both categorical and text-based features in a single deep architecture for regression and binary classification use cases.

Language: Python - Size: 385 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

SakigamiYang/holographic-factorization-machine

An implementation for https://ojs.aaai.org/index.php/AAAI/article/view/4448

Language: Python - Size: 20.5 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

miaomiao3/tensorflow_fm

tensorflow fm example on ml-100k

Language: Python - Size: 4.94 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 2

Related Keywords
factorization-machine 24 recommender-system 7 deepfm 7 deep-learning 6 collaborative-filtering 5 fm 4 ctr-prediction 4 xdeepfm 3 factorization-machines 3 machine-learning 3 ctr 3 matrix-factorization 3 tensorflow 3 recommendation-system 3 wide-and-deep 2 node2vec 2 recommendation 2 node-embedding 2 nmf 2 data-mining 2 network-embedding 2 deepwalk 2 pytorch 2 tensorflow2 2 word2vec 2 deep-interest-network 2 neural-network 2 deep-ctr 2 afm 2 l-ensnmf 1 learning-to-rank 1 factorization 1 nmf-decomposition 1 hedge-backpropagation 1 ftrl 1 transformer 1 resnet 1 sklearn 1 recommendation-algorithms 1 unsupervised-learning 1 ad-algorithm 1 deep-cross 1 esmm 1 recommendation-algorithm 1 fibinet 1 ml-100k 1 holographic 1 hfm 1 neural-factorization-machines 1 multimodal-deep-learning 1 multimodal 1 deep-and-cross 1 categorical-features 1 warp 1 cython 1 hybrid-modeling 1 grocery-shopping 1 basket-analysis 1 lightfm 1 classfication 1 dmlc 1 distributed 1 multi-armed-bandit 1 movielens-dataset 1 learning-spoons 1 last-fm-dataset 1 frappe-dataset 1 bayesian-personalized-ranking 1 association-rule-learning 1 prediction-latency 1 criteo-dataset 1 ad-serving-engine 1 cloud-ml-engine 1 regression-models 1 ordinal-regression 1 gibbs-sampling-algorithm 1 gibbs-sampler 1 bayesian-inference 1 interpretability 1 drug-repurposing 1 top-n-recommendations 1 recommender-systems 1 rating-prediction 1 python 1 widedeep 1 python3 1 pnn 1 nfm 1 ncf 1 ffm 1 deepcross 1 dcn 1 criteo 1 click-through-rate 1 gradient-boosting-machine 1 gradient-boosting 1 dimensionality-reduction 1 boosting-machine 1 boosting 1 boostedne 1