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集合主题趋势排行榜
#

factorization-machines

Website
Wikipedia
shenweichen/DeepCTR
https://static.github-zh.com/github_avatars/shenweichen?size=40
shenweichen / DeepCTR

#计算机科学#Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

ctrclick-through-rate深度学习factorization-machinesdeepfmffmnfmmlrdindeepinterestnetworkxdeepfmdienrecommendationmmoeesmmple
Python 7.82 k
10 个月前
https://static.github-zh.com/github_avatars/aksnzhy?size=40
aksnzhy / xlearn

#计算机科学#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...

机器学习统计数据科学数据分析factorization-machinesffmfm
C++ 3.09 k
2 年前
https://static.github-zh.com/github_avatars/shenweichen?size=40
shenweichen / DeepMatch

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.

dssmyoutubednnmindcollaborative-filteringfactorization-machinesmatchingrecommendation
Python 2.35 k
2 个月前
https://static.github-zh.com/github_avatars/ibayer?size=40
ibayer / fastFM

#计算机科学# fastFM: A Library for Factorization Machines

机器学习recommender-systemfactorization-machinesmatrix-factorization
Python 1.09 k
3 年前
https://static.github-zh.com/github_avatars/rixwew?size=40
rixwew / pytorch-fm

Factorization Machine models in PyTorch

factorization-machinesPyTorchdeepfmxdeepfmffmfmnfmdcnpnnctr-predictioncollaborative-filtering
Python 1.06 k
1 年前
https://static.github-zh.com/github_avatars/geffy?size=40
geffy / tffm

TensorFlow implementation of an arbitrary order Factorization Machine

factorization-machinesTensorflowresearch-project
Jupyter Notebook 781
3 年前
https://static.github-zh.com/github_avatars/DataCanvasIO?size=40
DataCanvasIO / DeepTables

#计算机科学#DeepTables: Deep-learning Toolkit for Tabular data

tabular-data深度学习deepfmfmafmctr-predictionpnnxdeepfmfibinetfactorization-machinesstructured-data
Python 683
7 个月前
https://static.github-zh.com/github_avatars/cnkuangshi?size=40
cnkuangshi / LightCTR

#计算机科学#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...

机器学习深度学习factorization-machinesdistributed-systemsparameter-servermodel-compressioncomputational-graphs
C++ 673
6 年前
https://static.github-zh.com/github_avatars/AmazingDD?size=40
AmazingDD / daisyRec

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Co...

recommender-systemmatrix-factorizationfactorization-machinesk-nearest-neighborsPyTorchslimcollaborative-filteringdeepfmnfmvaeafm
Python 552
10 个月前
https://static.github-zh.com/github_avatars/hexiangnan?size=40
hexiangnan / neural_factorization_machine

#计算机科学#TenforFlow Implementation of Neural Factorization Machine

factorization-machines深度学习recommender-system
Python 471
5 年前
https://static.github-zh.com/github_avatars/hexiangnan?size=40
hexiangnan / attentional_factorization_machine

#计算机科学#TensorFlow Implementation of Attentional Factorization Machine

factorization-machines深度学习recommender-system
Python 407
7 年前
https://static.github-zh.com/github_avatars/Leavingseason?size=40
Leavingseason / OpenLearning4DeepRecsys

#计算机科学#Some deep learning based recsys for open learning.

深度学习factorization-machinesrecommender-systemTensorflow
Python 398
7 年前
https://static.github-zh.com/github_avatars/kanyun-inc?size=40
kanyun-inc / ytk-learn

#计算机科学#Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Mac...

机器学习distributedgbmgbdtlogistic-regressionfactorization-machinesApache Sparkhadoop
Java 348
3 年前
https://static.github-zh.com/github_avatars/ChenglongChen?size=40
ChenglongChen / tensorflow-XNN

4th Place Solution for Mercari Price Suggestion Competition on Kaggle using DeepFM variant.

kaggle-competitiondeepfmfactorization-machinesctr-predictionctrfm
Python 283
7 年前
https://static.github-zh.com/github_avatars/scikit-learn-contrib?size=40
scikit-learn-contrib / polylearn

#计算机科学#A library for factorization machines and polynomial networks for classification and regression in Python.

机器学习factorization-machines
Python 245
5 年前
https://static.github-zh.com/github_avatars/USTCLLM?size=40
USTCLLM / RecStudio

#计算机科学#A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

collaborative-filteringctr-prediction深度学习factorization-machinesknowledge-graphmatrix-factorizationPyTorchrecommender-systemsequential-recommendationgraph-neural-networks
Python 193
4 个月前
https://static.github-zh.com/github_avatars/etlundquist?size=40
etlundquist / rankfm

#计算机科学#Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

机器学习recommendationfactorization-machinesrecommender-systemlearning-to-rankcollaborative-filtering
Python 176
10 个月前
https://static.github-zh.com/github_avatars/dselivanov?size=40
dselivanov / rsparse

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

collaborative-filteringrecommender-systemRmatrix-factorizationfactorization-machinessvd
R 175
4 个月前
https://static.github-zh.com/github_avatars/HKUST-KnowComp?size=40
HKUST-KnowComp / FMG

KDD17_FMG

recommender-systemfactorization-machines
MATLAB 139
5 年前
https://static.github-zh.com/github_avatars/outbrain-inc?size=40
outbrain-inc / fwumious_wabbit

#计算机科学#Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

Rustfactorization-machineslogistic-regressiononline-learning机器学习incremental-learning深度学习
Rust 138
1 年前
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