shenweichen/DeepCTR

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

Language: Python - Size: 7.33 MB - Last synced: 6 days ago - Pushed: 4 months ago - Stars: 7,382 - Forks: 2,184

ibayer/fastFM

fastFM: A Library for Factorization Machines

Language: Python - Size: 4.66 MB - Last synced: about 13 hours ago - Pushed: almost 2 years ago - Stars: 1,069 - Forks: 204

aksnzhy/xlearn

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 interface.

Language: C++ - Size: 10.7 MB - Last synced: 13 days ago - Pushed: 9 months ago - Stars: 3,079 - Forks: 519

ustcml/RecStudio

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

Language: Python - Size: 2.65 MB - Last synced: 9 days ago - Pushed: about 2 months ago - Stars: 164 - Forks: 20

rixwew/pytorch-fm

Factorization Machine models in PyTorch

Language: Python - Size: 5.57 MB - Last synced: 17 days ago - Pushed: about 2 months ago - Stars: 985 - Forks: 219

chezou/amazon-movie-review

Recommendation for Amazon movie review data

Language: Python - Size: 20.5 KB - Last synced: 27 days ago - Pushed: over 6 years ago - Stars: 6 - Forks: 7

DataCanvasIO/DeepTables

DeepTables: Deep-learning Toolkit for Tabular data

Language: Python - Size: 5.71 MB - Last synced: 23 days ago - Pushed: 3 months ago - Stars: 636 - Forks: 208

AmazingDD/daisyRec 📦

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

Language: Python - Size: 12.8 MB - Last synced: 28 days ago - Pushed: about 1 year ago - Stars: 545 - Forks: 86

garethjns/TF2FactorizationMachine

Factorization machine implemented in TensorFlow 2

Language: Python - Size: 2.13 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

breathingcyborg/practical-aspects-of-recommendar-systems

Language: Jupyter Notebook - Size: 661 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

outbrain/fwumious_wabbit

Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

Language: Rust - Size: 4.27 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 127 - Forks: 18

etlundquist/rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

Language: Python - Size: 2.15 MB - Last synced: 14 days ago - Pushed: 10 months ago - Stars: 170 - Forks: 36

takuti/Recommendation.jl

Building recommender systems in Julia

Language: TeX - Size: 3.12 MB - Last synced: 18 days ago - Pushed: 9 months ago - Stars: 48 - Forks: 10

jilljenn/ktm

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

Language: Jupyter Notebook - Size: 7.73 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 129 - Forks: 33

cnkuangshi/LightCTR

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

Language: C++ - Size: 9.41 MB - Last synced: about 2 months ago - Pushed: almost 5 years ago - Stars: 674 - Forks: 143

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.

Language: Python - Size: 1.34 MB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 2,129 - Forks: 518

tohtsky/myFM

A Python/C++ implementation of Bayesian Factorization Machines

Language: C++ - Size: 1.41 MB - Last synced: 29 days ago - Pushed: about 1 year ago - Stars: 57 - Forks: 13

HKUST-KnowComp/FMG

KDD17_FMG

Language: MATLAB - Size: 64.4 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 137 - Forks: 55

evanwang1990/FMwR

FMwR: A Library of Factorization Machines in R Based on libfm

Language: C - Size: 547 KB - Last synced: 2 months ago - Pushed: about 7 years ago - Stars: 7 - Forks: 3

shubhankar90/custom-ml-implementaion

Code store for custom implementation of some machine learning algorithms from scratch.

Language: Python - Size: 11.7 KB - Last synced: 3 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

lalkakonus/ml-hw3

Language: Python - Size: 533 KB - Last synced: 3 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

kanyun-inc/ytk-learn

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 Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).

Language: Java - Size: 804 KB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 348 - Forks: 80

takuti/flurs

:ocean: FluRS: A Python library for streaming recommendation algorithms

Language: Python - Size: 616 KB - Last synced: 10 days ago - Pushed: over 2 years ago - Stars: 108 - Forks: 17

geffy/tffm

TensorFlow implementation of an arbitrary order Factorization Machine

Language: Jupyter Notebook - Size: 450 KB - Last synced: 30 days ago - Pushed: over 2 years ago - Stars: 783 - Forks: 175

dselivanov/rsparse

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

Language: R - Size: 1.08 MB - Last synced: 10 days ago - Pushed: about 1 year ago - Stars: 167 - Forks: 31

scikit-learn-contrib/polylearn 📦

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

Language: Python - Size: 3.16 MB - Last synced: 2 months ago - Pushed: almost 4 years ago - Stars: 244 - Forks: 43

EthanRosenthal/newtonfm

Factorization Machines with Newton's Method

Language: Python - Size: 19.5 KB - Last synced: 6 months ago - Pushed: about 7 years ago - Stars: 5 - Forks: 1

liveopp/FM

Factorization Machine on spark

Language: Scala - Size: 29.3 KB - Last synced: 6 months ago - Pushed: almost 7 years ago - Stars: 6 - Forks: 6

LitoWang/recommendation_papers

paper collection for recommendation aspet

Size: 495 KB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 37 - Forks: 16

iFe1er/AlitaNet

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.

Language: Python - Size: 9.64 MB - Last synced: 7 months ago - Pushed: almost 5 years ago - Stars: 13 - Forks: 4

Leavingseason/OpenLearning4DeepRecsys

Some deep learning based recsys for open learning.

Language: Python - Size: 16 MB - Last synced: 7 months ago - Pushed: about 6 years ago - Stars: 397 - Forks: 153

mayukh18/reco

a simple yet versatile recommendation systems library in python

Language: Python - Size: 8.44 MB - Last synced: 22 days ago - Pushed: 12 months ago - Stars: 54 - Forks: 21

hexiangnan/neural_factorization_machine

TenforFlow Implementation of Neural Factorization Machine

Language: Python - Size: 19.6 MB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 462 - Forks: 185

ChenglongChen/tensorflow-XNN

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

Language: Python - Size: 1.07 MB - Last synced: 7 months ago - Pushed: almost 6 years ago - Stars: 279 - Forks: 76

adrtod/rfastfm

R interface to the fastFM library

Language: R - Size: 450 KB - Last synced: 9 months ago - Pushed: almost 7 years ago - Stars: 3 - Forks: 1

ash-0521/Ensuring-Smiles-using-Spark-ML

The primary objective of this study is to explore the feasibility of using machine learning algorithms to classify health insurance plans based on their coverage for routine dental services. To achieve this, I used six different classification algorithms: LR, DT, RF, GBT, SVM, FM(Tech: PySpark, SQL, Databricks, Zeppelin books, Hadoop, Spark-Submit)

Language: Python - Size: 15.4 MB - Last synced: 9 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

Prasham8897/Rec_Sys_Yelp_Businesses

Restaurant Recommendation Systems based on the Yelp dataset (2019) using Ensemble method based on Images and text from reviews.

Language: Jupyter Notebook - Size: 1.2 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0

dselivanov/FM

Fast Factorization Machines

Language: C++ - Size: 18.6 KB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 9 - Forks: 2

dstein64/pyfms 📦

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

Language: Python - Size: 79.1 KB - Last synced: 12 days ago - Pushed: over 1 year ago - Stars: 27 - Forks: 7

hexiangnan/attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

Language: Python - Size: 19.6 MB - Last synced: 7 months ago - Pushed: almost 6 years ago - Stars: 403 - Forks: 153

neonnnnn/nimfm

nimfm: A library for factorization machines in Nim

Language: Nim - Size: 379 KB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 11 - Forks: 0

Raghul-G2002/Recommendation-System-AWS-Factorization-Machines

Recommendation System using Factorization Machines - AWS SageMaker NoteBook Instance

Language: Jupyter Notebook - Size: 5.67 MB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

xiecong/Simple-Implementation-of-ML-Algorithms

My simplest implementations of common ML algorithms

Language: Python - Size: 25.4 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 17 - Forks: 10

sverma88/DeepCU-IJCAI19

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

Language: Python - Size: 36.7 MB - Last synced: 11 months ago - Pushed: over 4 years ago - Stars: 19 - Forks: 8

jilljenn/vae

Variational Factorization Machines in TensorFlow and PyTorch

Language: Python - Size: 311 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1

maxuewei2/FlatCTR

A high-performance toolkit for LR/FM training on large-scale sparse data.

Language: C++ - Size: 340 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

chankh/sagemaker-fm-movielens

Building a movie recommender system with factorization machines on Amazon SageMaker.

Language: Jupyter Notebook - Size: 14.6 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 5 - Forks: 4

jefkine/white-papers

Technical writings on Deep Learning

Size: 4.87 MB - Last synced: 12 months ago - Pushed: almost 6 years ago - Stars: 9 - Forks: 0

olekssy/impression

A library of recommender systems with collaborative, content-based filtering, and hybrid models.

Language: Python - Size: 47.9 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

xiaogp/customer_churn_prediction

零售电商客户流失模型，基于tensorflow，xgboost4j-spark，spark-ml实现LR，FM，GBDT，RF，进行模型效果对比，离线/在线部署方式总结

Language: Python - Size: 205 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 58 - Forks: 17

lisiqi/thesis-recommenders

Code of my master thesis "Implicit Feedback Based Context-Aware Recommender For Music Light System"

Language: Jupyter Notebook - Size: 3.19 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 8 - Forks: 0

aerdem4/mercari-price-suggestion

Solution to Kaggle's Mercari Price Suggestion Competition

Language: Python - Size: 7.81 KB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 21 - Forks: 7

pochih/RecSys

Paper Review of Recommender Systems

Size: 4.88 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 0

hibayesian/spark-fm

A parallel implementation of factorization machines based on Spark

Language: Scala - Size: 434 KB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 73 - Forks: 32

asmitapoddar/nowplaying-RS-Music-Reco-FM

#nowplaying-RS: Music Recommendation using Factorization Machines

Language: R - Size: 40 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 23 - Forks: 6

endymecy/AlgorithmsOnSpark

Some popular algorithms(dbscan,knn,fm etc.) on spark

Language: Scala - Size: 123 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 30 - Forks: 16

izuna385/fm-papers

Notes on papers related to factorization machines

Size: 0 Bytes - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

takuti/criteo-ffm

Running field-aware factorization machines on the Criteo data

Language: C++ - Size: 424 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 7 - Forks: 1

peggy1502/FM-Recommender-Engine

Build a Recommender Engine using Amazon SageMaker Factorization Machines

Language: Jupyter Notebook - Size: 25.7 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

charleshm/deep-ctr

Language: Python - Size: 6.84 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 92 - Forks: 24

Rayraegah/recsys

Recommendation system using factorization machine

Language: Python - Size: 32.2 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 1

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: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

guoyang9/GML-FM

Official implementation for our TKDE paper.

Language: Python - Size: 11.7 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 3

davideanastasia/vantgrd-py

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

Language: Jupyter Notebook - Size: 361 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1

karunru/ConvexFactorizationMachines.jl

Julia wrapper for pyCFM(Convex Factorization Machines)

Language: Julia - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

DanielMorales9/tfdiv

A Tensorflow implementation of Factorization Machines

Language: Python - Size: 12.2 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

rezacsedu/Predictive-Analytics-with-TensorFlow Fork of PacktPublishing/Predictive-Analytics-with-TensorFlow

Predictive Analytics with TensorFlow, published by Packt

Language: Python - Size: 22.2 MB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 2 - Forks: 1

farouqzaib/Personify

Personalization System

Language: Python - Size: 3.53 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 1