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Search results for python factorization machines

factorization-machines x

67 search results found

Paddlerec ⭐ 3,903

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、T MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAM Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWi 、movielens等

Ad Papers ⭐ 3,009

Papers on Computational Advertising

Deepmatch ⭐ 1,906

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.

Sparrowrecsys ⭐ 1,634

A Deep Learning Recommender System

Tensorflow Deepfm ⭐ 1,452

Tensorflow implementation of DeepFM for CTR prediction.

Reclearn ⭐ 1,406

Recommender Learning with Tensorflow2.x

Deeprec ⭐ 1,068

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

fastFM: A Library for Factorization Machines

Factorization machines in python

Deeptables ⭐ 573

DeepTables: Deep-learning Toolkit for Tabular data

Daisyrec ⭐ 496

This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.

Deep Ctr Prediction ⭐ 389

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

Neural_factorization_machine ⭐ 372

TenforFlow Implementation of Neural Factorization Machine

Openlearning4deeprecsys ⭐ 364

Some deep learning based recsys for open learning.

Attentional_factorization_machine ⭐ 316

TensorFlow Implementation of Attentional Factorization Machine

Pytorch Fm ⭐ 268

Factorization Machine models in PyTorch

Recommend System Tf2.0 ⭐ 262

原理解析及代码实战，推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴，欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues，也可加文末的联系方式向我询问！

CTR模型代码和学习笔记总结

Tensorflow Xnn ⭐ 241

Tensorflow implementation of DeepFM variant that won 4th Place in Mercari Price Suggestion Challenge on Kaggle.

pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM

Polylearn ⭐ 207

A library for factorization machines and polynomial networks for classification and regression in Python.

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

Recstudio ⭐ 149

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

Recommendation_model ⭐ 116

练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等

🌊 FluRS: A Python library for streaming recommendation algorithms

Factorization Machine For Prediction ⭐ 88

Factorization Machine for regression and classification

Ctr Keras ⭐ 64

Tensorflow2.x implementations of CTR（LR、FM、FFM)

Ctr Prediction ⭐ 56

Sharing the CTR Prediction original paper and personal study notes

a simple yet versatile recommendation systems library in python

Interaction Aware Factorization Machines ⭐ 40

Tensorflow implementation for Interaction-aware factorization machines

Attentional Neural Factorization Machine ⭐ 37

Attention,Factorization Machine, Deep Learning, Recommender System

Tensorflow In Practice ⭐ 33

Code based in TensorFlow

Recommender Tensorflow ⭐ 33

Recommendation Models in TensorFlow

Lightctr ⭐ 32

LightCTR is a tensorflow 2.0 based, extensible toolbox for building CTR/CVR predicting models.

Boostedfactorization ⭐ 31

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

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

This is our implementation of ENSFM: Efficient Non-Sampling Factorization Machines (WWW 2020)

Simple Implementation Of Ml Algorithms ⭐ 17

My simplest implementations of common ML algorithms

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

Music Recommendation System ⭐ 16

KKBox's Music Recommendation Challenge on Kaggle.

Torchctr ⭐ 15

Customer_churn_prediction ⭐ 12

零售电商客户流失模型，基于tensorflow，xgboost4j-spark，spark-ml实现

Nfm Pyorch ⭐ 12

A pytorch implementation for He et al. Neural Factorization Machines for Sparse Predictive Analytics on SIGIR 2017.

Stream Recommender ⭐ 11

Experiments of item recommendation in a streaming environment

An implementation of RaFM. Xiaoshuang Chen, Yin Zheng, Jiaxiang Wang, et al. "RaFM: Rank-Aware Factorization Machines"

Deeprec Torch ⭐ 8

Easy-to-use pytorch-based framework for RecSys models

Deepcu Ijcai19 ⭐ 8

DeepCU: Integrating Both Common and Unique Latent Information for Multimodal Sentiment Analysis, IJCAI-19

AlitaNet: A click through rate (ctr) prediction deep learning Network implementation with TensorFlow, including LR, FM, AFM, Wide&Deep, DeepFM, xDeepFM, AutoInt, FiBiNet, LS-PLM, DCN, etc.

CTR Prediction on PyTorch

Popular Deep Learning based recommendation algorithms built on top of TensorFlow served on a simple API.

Locally Linear Factorization Machine ⭐ 5

locally linear factorization machine

Factorization Machines with Newton's Method

Weighted Factorization Machines

Machine_learning ⭐ 5

树模型、SVD、李航《统计学习方法》、机器学习算法实现 by Numpy/Pandas/Tensorflow2 重构中...

rater is a comparative framework for multimodal recommender systems. It was developed to facilitate the designing, comparing, and sharing of recommendation models.

Ctr_models ⭐ 4

2018_tencent_ad_algo ⭐ 4

implementation of "DeepFM: A Factorization-Machine based Neural Network for CTR Prediction"

Amazon Movie Review ⭐ 3

Recommendation for Amazon movie review data

Pair Wised Personal Ranking ⭐ 3

Codes of pair-wised personal ranking algorithms, which are based on BPR(Bayesian Personalized Ranking)

Vantgrd Py ⭐ 3

Vantgrd for Python: simple implementation of widely used Machine Learning algorithms

Convolutional Feature-interacted Factorization Machines for Sparse Prediction in Recommender Systems

A Tensorflow implementation of Factorization Machines

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