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Search results for python matrix factorization
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189 search results found
Lightfm
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4,407
A Python implementation of LightFM, a hybrid recommendation algorithm.
Implicit
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3,244
Fast Python Collaborative Filtering for Implicit Feedback Datasets
Spotlight
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2,809
Deep recommender models using PyTorch.
Awesome Community Detection
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2,111
A curated list of community detection research papers with implementations.
Reclearn
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1,406
Recommender Learning with Tensorflow2.x
Deeprec
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1,068
An Opensource Toolkit for Deep Learning based Recommendation with Tensorflow.
Fastfm
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955
fastFM: A Library for Factorization Machines
Recsys2019_deeplearning_evaluation
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871
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several followup studies.
Graph2vec
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791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Cornac
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745
A Comparative Framework for Multimodal Recommender Systems
Buffalo
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568
TOROS Buffalo: A fast and scalable productionready open source project for recommender systems
Rsalgorithms
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515
Some algorithms about traditional and social recommendation.
Daisyrec
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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 followup studies.
Neural Collaborative Filtering
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312
pytorch version of neural collaborative filtering
Attentionwalk
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299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
Recommend
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269
recommendation system with python
Convmf
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242
Code for our paper Convolutaional Matrix Factorization for Document ContextAware Recommendation (RecSys 2016)
Gemsec
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234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Elliot
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215
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
Danmf
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187
A sparsity aware implementation of "Deep Autoencoderlike Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Cofactor
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155
CoFactor: Regularizing Matrix Factorization with Item Cooccurrence
Recstudio
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149
A highlymodularized and recommendationefficient recommendation library based on PyTorch.
Recotour
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147
A tour through recommendation algorithms in python [IN PROGRESS]
Netmf
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134
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
Recommender_system_with_python
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124
recommender system tutorial with Python
M Nmf
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119
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
Recsys Nlp Graph
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115
🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.
Modl
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115
Randomized online matrix factorization
Bionev
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111
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
Rectorch
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104
rectorch is a pytorchbased framework for stateoftheart topN recommendation
Enstop
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100
Ensemble topic modelling with pLSA
Flurs
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100
🌊 FluRS: A Python library for streaming recommendation algorithms
Pymf
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97
Python Matrix Factorization Module
Probabilistic Matrix Factorization
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92
Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml100k  GroupLens dataset
Equadratures
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84
Nonnegfac Python
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76
Python toolbox for nonnegative matrix factorization
Expo Mf
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75
Exposure Matrix Factorization: modeling user exposure in recommendation
Torchmf
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74
matrix factorization in PyTorch
Tene
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71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
Wmf
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71
Weighted matrix factorization in Python
Smurff
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63
Bayesian Factorization with Side Information in C++ with Python wrapper
Factorizer
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62
Matrix factorization using TensorFlow
Replay
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60
A recommendation framework for distributed model building and evaluation with PySpark.
Collaborative Deep Learning For Recommender Systems
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58
The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.
Rolx
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56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Reco
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55
a simple yet versatile recommendation systems library in python
Matrix Completion
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54
Lightweight Python library for inmemory matrix completion.
Grarep
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54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Regal
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54
Representation learningbased graph alignment based on implicit matrix factorization and structural embeddings
Tadw
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50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Lambda Opt
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49
Pytorch implementation of λOpt: Learn to Regularize Recommender Models in Finer Levels, KDD 2019
Recoder
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48
Large scale training of factorization models for Collaborative Filtering with PyTorch
Scarlet
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45
hyperspectral galaxy modeling and deblending
Pmf
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44
This is a python code for probabilistic matrix factorization in recommendation.
Rec A Sketch
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42
content discovery... IN 3D
Nmfadmm
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39
A sparsity aware implementation of "Alternating Direction Method of Multipliers for NonNegative Matrix Factorization with the BetaDivergence" (ICASSP 2014).
Gcmc
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36
Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction
Probabilistic Matrix Factorization In Python
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35
Probabilistic matrix factorization (PMF) in Python
Retailbox
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34
🛍️RetailBox  eCommerce Recommender System using Machine Learning
Theano Bpr
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33
Using theano to implement the Matrix Factorization with BPR ranking loss
Pymf
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32
Python Matrix Factorization Module
Boostedfactorization
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31
An implementation of "MultiLevel Network Embedding with Boosted LowRank Matrix Approximation" (ASONAM 2019).
Phdmf
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31
This is a new deep learning model for recommender system, which we called PHD
Fastdifferentiablematsqrt
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28
Official Pytorch implementation of ICLR 22 paper "Fast Differentiable Matrix Square Root"
Pmf Automl
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27
Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.
Irspack
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27
Train, evaluate, and optimize implicit feedbackbased recommender systems.
Mowgli
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25
Singlecell multiomics integration using Optimal Transport
Tfkld
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24
Code for the EMNLP 2013 paper
Libnmf
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24
Optimization and Regularization variants of NMF
Python Libmf
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24
Python bindings to the libmf c++ repo for Matrix Factorization. libmf is fast, highly parallel, and can support factoring large matrices without holding them all in memory.
Ionmf
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24
Integrative orthogonal nonnegative matrix factorization
Nmf Tensorflow
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23
Nonnegative Matrix Factorization (NMF) Tensorflow Implementation
Orange3 Recommendation
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21
🍊 👎 Addon for Orange3 to support recommender systems.
Rfest
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21
A Python 3 toolbox for neural receptive field estimation using splines and Gaussian priors.
Amle
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20
Experiment code for "Probabilistic Matrix Factorization for Automated Machine Learning"
Plsregressor.jl
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20
Implementation of a Partial Least Squares Regressor
Recommendation System Baseline
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19
Some common recommendation system baseline, with description and link.
Bp_nmf
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18
Beta process sparse NMF
Multimodal
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18
A set of tools and experimental scripts used to achieve multimodal learning with nonnegative matrix factorization (NMF).
Tf Rec
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18
TfRec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.
Robust Nmf
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17
Python PyTorch (GPU) and NumPy (CPU)based port of Févotte and Dobigeon's robustNMF algorithm appearing in "Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization."
Nonnegmfpy
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17
Vectorized Nonnegative Matrix Factorization with heteroscedastic uncertainties and missing data
Pycmf
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17
A python library for Collective Matrix Factorization (CMF)
Movie Recommendation System With Sentiment Analysis
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17
This is a Machine Learning project to create a "Movie Recommender System" and predict user ratings for movies using cosine similarity.
Fscnmf
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16
An implementation of "Fusing Structure and Content via Nonnegative Matrix Factorization for Embedding Information Networks".
Adaptiveoptim
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15
Adaptive optimization procedure
Movierecommendation
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15
The goal of this project is to build a movie recommendation system using Non negative regularized matrix factorization without using any Machine Learning libraries on movie lens dataset
Nmflib
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14
nonnegative matrix factorization and some variants in numpy
Conmf
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14
Coregularized Nonnegative Matrix Factorization
Social Recommendation Using Matrix Factorization
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14
Keras Aquarium
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14
a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.
Stacp
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13
Joint Geographical and Temporal Modeling based on Matrix Factorization for PointofInterest Recommendation  ECIR 2020
Theano_wmf
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12
Weighted matrix factorization on the GPU with Theano and scikits.cuda
Matrix Factorization
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12
Library for matrix factorization for recommender systems using collaborative filtering
Collaborative_filtering
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12
Recommendation system for music.
Orange3 Datafusion
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12
🍊 🔗 Data fusion addon for Orange3
Cmf
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11
Python implementation of Collective Matrix Factorization
Neural Recommender
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11
Neural recommender system implementation in TensorFlow.
Scdef
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11
Deep exponential families for singlecell data.
Unbiased Implicit Rec Real
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10
(WSDM2020) "Unbiased Recommender Learning from MissingNotAtRandom Implicit Feedback"
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