factorization-machine

There are 1 repository under factorization-machine topic.

ChenglongChen / tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
factorization-machine deepfm ctr-prediction deep-ctr ctr click-through-rate
Language:Python 2029
ZiyaoGeng / RecLearn
Recommender Learning with Tensorflow2.x
recommender-system python3 ctr-prediction criteo neural-network factorization-machine tensorflow2 deepfm afm xdeepfm pnn widedeep nfm ncf dcn deepcross fm ffm matrix-factorization
Language:Python 1800
cheungdaven / DeepRec
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
recommender-systems deep-learning tensorflow recommendation recommendation-system neural-network python collaborative-filtering rating-prediction top-n-recommendations factorization-machine matrix-factorization
Language:Python 1124
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)
ctr ctr-prediction ad-algorithm deep-ctr recommendation-algorithms esmm deep-interest-network deepfm deep-cross resnet xdeepfm afm factorization-machine transformer recommendation recommendation-algorithm fibinet
Language:Python 900
CNevd / Difacto_DMLC
Distributed FM and LR based on Parameter Server with Ftrl
distributed dmlc factorization-machine fm
Language:C++ 127
WayneDW / DeepLight_Deep-Lightweight-Feature-Interactions
Accelerating Inference for Recommendation Systems (WSDM'21)
ad-serving-engine criteo-dataset factorization-machine prediction-latency
Language:Python 111
tohtsky / myFM
A Python/C++ implementation of Bayesian Factorization Machines
gibbs-sampling-algorithm ordinal-regression factorization-machines factorization-machine gibbs-sampler bayesian-inference regression-models collaborative-filtering
Language:C++ 57
yxtay / recommender-tensorflow
Recommendation Models in TensorFlow
recommender-system recommendation-engine tensorflow movielens factorization-machine deep-learning wide-and-deep deepfm google-cloud-platform tensorflow-distributed cloud-ml-engine google-cloud-ml-engine
Language:Python 43
BoostedFactorization
benedekrozemberczki / BoostedFactorization
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
deepwalk l-ensnmf nmf boosting gradient-boosting-machine boosting-machine nmf-decomposition matrix-factorization sklearn boostedne network-embedding node-embedding node2vec word2vec dimensionality-reduction unsupervised-learning machine-learning data-mining factorization-machine gradient-boosting
Language:Python 33
yym-ustc / FactorizationMachine
implementation of factorization machine, support classification.
machine-learning factorization-machine sgd adagrad
Language:C++ 19
benedekrozemberczki / FSCNMF
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
deepwalk node2vec nmf machine-learning data-mining pca word2vec fscnmf analytics factorization-machine regularization network-embedding node-embedding graph-embedding embedding artifical-intelligence information-network graph2vec word2vec-model data-science
Language:Python 18
cnfsll / Neural-Factorization-Machine
Factorization Machine, Deep Learning, Recommender System
factorization-machine deep-learning recommender-system
Language:Python 18
guokr / TorchCTR
CTR Prediction on PyTorch
pytorch ctr-prediction ctr classfication factorization-machine deep-learning
Language:Python 14
moriaki3193 / FMLite
Python implementation of Factorization Machine
factorization-machine factorization learning-to-rank
Language:Python 9
yj-han / fm-for-online-recommendation
Factorization machine and its variations for recommendation systems
factorization-machine pytorch hedge-backpropagation ftrl
Language:Jupyter Notebook 6
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.
deep-learning categorical-features multimodal-deep-learning multimodal wide-and-deep neural-factorization-machines deep-and-cross deepfm factorization-machine
Language:Python 3
huytjuh / Recommender-System-Basket-Analysis
Basket-Sensitive Recommender System & Factorization Machines for grocery shopping based on hybrid random walk models.
recommender-system collaborative-filtering factorization-machine hybrid-modeling basket-analysis grocery-shopping
Language:R 2
izuna385 / fm-papers
Notes on papers related to factorization machines
factorization-machine factorization-machines recommender-system
2
KimRass / rec_sys_using_customer_data_and_dl
This repository is based on the lecture '고객데이터와 딥러닝을 활용한 추천시스템 구현'
collaborative-filtering recommendation-system factorization-machine bayesian-personalized-ranking movielens-dataset tensorflow2 association-rule-learning frappe-dataset multi-armed-bandit last-fm-dataset deepfm learning-spoons
Language:Jupyter Notebook 2
lateral / warpspeed
An implementation of WARP/FM for hybrid recommendation in Cython.
recommender-system warp factorization-machine cython
Language:Python 2
dev-wei / recman
Reusable deep learning models for recommendation systems
recommendation-system machine-learning deep-learning factorization-machine deepfm xdeepfm deep-interest-network
Language:Python 1
ddoeunn / ddoeunn.github.io
✏Study Recommender System
recommender-system paper-review factorization-machine deepfm bpr logistic-mf neural-cf
Language:HTML 0
dsprabowo / lightfm
hybrid recommender system using lightfm
factorization-machine lightfm recommender-system
Language:Jupyter Notebook 0
naihaishy / FMLearn
Factorization Machine Learning
machine-learning python3 c-plus-plus factorization-machine
Language:C++ 0
SakigamiYang / holographic-factorization-machine
An implementation for https://ojs.aaai.org/index.php/AAAI/article/view/4448
holographic hfm factorization-machine factorization-machines fm
Language:Python