An open API service providing repository metadata for many open source software ecosystems.

Topic: "matrix-factorization"

Visualize-ML/Book4_Power-of-Matrix

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

Language: Jupyter Notebook - Size: 313 MB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 9,288 - Forks: 1,422

lyst/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

Language: Python - Size: 7.71 MB - Last synced at: 2 days ago - Pushed at: 10 months ago - Stars: 4,921 - Forks: 705

benfred/implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Language: Python - Size: 7.51 MB - Last synced at: about 18 hours ago - Pushed at: 10 months ago - Stars: 3,667 - Forks: 621

guoguibing/librec

LibRec: A Leading Java Library for Recommender Systems, see

Language: Java - Size: 83.6 MB - Last synced at: 7 minutes ago - Pushed at: almost 2 years ago - Stars: 3,249 - Forks: 1,030

maciejkula/spotlight

Deep recommender models using PyTorch.

Language: Python - Size: 8.79 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 3,013 - Forks: 422

benedekrozemberczki/awesome-community-detection

A curated list of community detection research papers with implementations.

Language: Python - Size: 2.21 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 2,372 - Forks: 363

ZiyaoGeng/RecLearn

Recommender Learning with Tensorflow2.x

Language: Python - Size: 109 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 1,930 - Forks: 497

Reference-LAPACK/lapack

LAPACK development repository

Language: Fortran - Size: 32.6 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 1,618 - Forks: 458

cheungdaven/DeepRec

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

Language: Python - Size: 14.6 MB - Last synced at: 15 days ago - Pushed at: almost 3 years ago - Stars: 1,151 - Forks: 293

uncomplicate/neanderthal

Fast Clojure Matrix Library

Language: Clojure - Size: 3.92 MB - Last synced at: about 11 hours ago - Pushed at: about 16 hours ago - Stars: 1,092 - Forks: 57

ibayer/fastFM

fastFM: A Library for Factorization Machines

Language: Python - Size: 4.66 MB - Last synced at: 5 days ago - Pushed at: almost 3 years ago - Stars: 1,084 - Forks: 206

MaurizioFD/RecSys2019_DeepLearning_Evaluation

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 follow-up studies.

Language: Python - Size: 216 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 987 - Forks: 249

PreferredAI/cornac

A Comparative Framework for Multimodal Recommender Systems

Language: Python - Size: 24.3 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 949 - Forks: 152

benedekrozemberczki/graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Language: Python - Size: 217 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 920 - Forks: 168

andrewssobral/lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

Language: MATLAB - Size: 61.8 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 853 - Forks: 377

kakao/buffalo

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

Language: Python - Size: 11.9 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 576 - Forks: 109

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 Comparison" (RecSys2020)

Language: Python - Size: 12.8 MB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 551 - Forks: 84

mims-harvard/nimfa

Nimfa: Nonnegative matrix factorization in Python

Language: Python - Size: 7.82 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 525 - Forks: 133

zenogantner/MyMediaLite

recommender system library for the CLR (.NET)

Language: C# - Size: 29.2 MB - Last synced at: 29 days ago - Pushed at: about 5 years ago - Stars: 506 - Forks: 190

yihong-chen/neural-collaborative-filtering

pytorch version of neural collaborative filtering

Language: Jupyter Notebook - Size: 14 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 501 - Forks: 158

conradsnicta/armadillo-code

Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net

Size: 8.79 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 461 - Forks: 121

cnclabs/smore

SMORe: Modularize Graph Embedding for Recommendation

Language: C++ - Size: 257 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 344 - Forks: 81

sb-ai-lab/RePlay

A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

Language: Python - Size: 35.4 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 332 - Forks: 34

benedekrozemberczki/AttentionWalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Language: Python - Size: 1.25 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 325 - Forks: 47

Gsunshine/Enjoy-Hamburger

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

Language: Python - Size: 4.36 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 306 - Forks: 20

khanhnamle1994/MetaRec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

Language: Python - Size: 626 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 303 - Forks: 77

chyikwei/recommend

recommendation system with python

Language: Python - Size: 530 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 303 - Forks: 119

sisinflab/elliot

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

Language: Python - Size: 78.4 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 288 - Forks: 51

hiroyuki-kasai/NMFLibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Language: MATLAB - Size: 121 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 265 - Forks: 95

benedekrozemberczki/GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Language: Python - Size: 10.4 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 259 - Forks: 52

evfro/polara

Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.

Language: Python - Size: 2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 251 - Forks: 22

xiangyue9607/BioNEV

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

Language: Python - Size: 27 MB - Last synced at: 13 days ago - Pushed at: about 5 years ago - Stars: 226 - Forks: 76

lsjsj92/recommender_system_with_Python

recommender system tutorial with Python

Language: Jupyter Notebook - Size: 606 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 199 - Forks: 98

xptree/NetMF

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

Language: Python - Size: 1.16 MB - Last synced at: 13 days ago - Pushed at: over 5 years ago - Stars: 187 - Forks: 47

USTCLLM/RecStudio

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

Language: Python - Size: 2.66 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 184 - Forks: 23

dlaptev/RobustPCA

Robust PCA implementation and examples (Matlab)

Language: Matlab - Size: 70.3 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 180 - Forks: 73

cuMF/cumf_als

CUDA Matrix Factorization Library with Alternating Least Square (ALS)

Language: Cuda - Size: 366 KB - Last synced at: 10 days ago - Pushed at: over 6 years ago - Stars: 179 - Forks: 46

jrzaurin/RecoTour

A tour through recommendation algorithms in python [IN PROGRESS]

Language: Jupyter Notebook - Size: 6.56 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 176 - Forks: 38

dselivanov/rsparse

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

Language: R - Size: 1.09 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 174 - Forks: 31

fuhailin/Probabilistic-Matrix-Factorization

Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset

Language: Python - Size: 13.2 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 170 - Forks: 60

dawenl/cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

Language: Jupyter Notebook - Size: 90.8 KB - Last synced at: 6 months ago - Pushed at: over 7 years ago - Stars: 164 - Forks: 62

makgyver/rectorch

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

Language: Python - Size: 3.25 MB - Last synced at: 30 days ago - Pushed at: about 4 years ago - Stars: 151 - Forks: 19

mims-harvard/scikit-fusion

scikit-fusion: Data fusion via collective latent factor models

Language: Python - Size: 9.28 MB - Last synced at: 29 days ago - Pushed at: almost 2 years ago - Stars: 147 - Forks: 44

eugeneyan/recsys-nlp-graph

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

Language: Python - Size: 1.87 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 142 - Forks: 29

EthanRosenthal/torchmf

matrix factorization in PyTorch

Language: Python - Size: 48.8 KB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 130 - Forks: 33

irecsys/CARSKit

Java-Based Context-aware Recommendation Library

Language: Java - Size: 43.9 MB - Last synced at: 15 days ago - Pushed at: about 3 years ago - Stars: 125 - Forks: 53

benedekrozemberczki/M-NMF

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

Language: Python - Size: 569 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 121 - Forks: 27

hegongshan/Recommender-Systems-Paper

Must-read Papers for Recommender Systems (RS)

Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 119 - Forks: 19

lmcinnes/enstop

Ensemble topic modelling with pLSA

Language: Python - Size: 233 KB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 114 - Forks: 12

takuti/flurs

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

Language: Python - Size: 616 KB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 109 - Forks: 17

hosseinmoein/Tiger

C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators

Language: C++ - Size: 923 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 107 - Forks: 26

zdebruine/RcppML

Rcpp Machine Learning: Fast robust NMF, divisive clustering, and more

Language: C++ - Size: 19.6 MB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 107 - Forks: 18

tonyduan/matrix-completion

Lightweight Python library for in-memory matrix completion.

Language: Python - Size: 2.78 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 107 - Forks: 27

madsjulia/Mads.jl

MADS: Model Analysis & Decision Support

Language: HTML - Size: 183 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 104 - Forks: 21

dcwuser/metanumerics

Meta.Numerics is library for advanced numerical computing on the .NET platform. It offers an object-oriented API for statistical analysis, advanced functions, Fourier transforms, numerical integration and optimization, and matrix algebra.

Language: C# - Size: 2.28 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 103 - Forks: 30

equadratures/equadratures

Language: Python - Size: 67.5 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 100 - Forks: 45

GemsLab/REGAL

Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings

Language: Python - Size: 6.15 MB - Last synced at: 27 days ago - Pushed at: about 4 years ago - Stars: 95 - Forks: 16

dawenl/expo-mf

Exposure Matrix Factorization: modeling user exposure in recommendation

Language: Jupyter Notebook - Size: 149 KB - Last synced at: about 2 years ago - Pushed at: about 9 years ago - Stars: 93 - Forks: 40

ocramz/sparse-linear-algebra

Numerical computation in native Haskell

Language: Haskell - Size: 866 KB - Last synced at: 8 days ago - Pushed at: over 4 years ago - Stars: 91 - Forks: 10

yixuan/recosystem

Recommender System Using Parallel Matrix Factorization

Language: C++ - Size: 399 KB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 84 - Forks: 27

benedekrozemberczki/TENE

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

Language: Python - Size: 1.93 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 17

benedekrozemberczki/RolX

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

Language: Python - Size: 5.06 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 20

ExaScience/smurff Fork of jaak-s/macau

Bayesian Factorization with Side Information in C++ with Python wrapper

Language: C++ - Size: 9.16 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 69 - Forks: 14

cascala/galileo

Scala Math - Numerical (Matlab-like) and Symbolic (Mathematica-like) tool

Language: Scala - Size: 186 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 67 - Forks: 6

zhanglabtools/DSMO.course

Data Science and Matrix Optimization course

Size: 48.1 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 66 - Forks: 37

benedekrozemberczki/GraRep

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

Language: Python - Size: 6.88 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 64 - Forks: 25

benedekrozemberczki/TADW

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Language: Python - Size: 1.45 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 60 - Forks: 14

madrury/linalg

A linear algebra library in C. For fun.

Language: C - Size: 84 KB - Last synced at: 21 days ago - Pushed at: about 8 years ago - Stars: 59 - Forks: 12

hiroyuki-kasai/HybridPrecodingOpt

Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0

Language: MATLAB - Size: 938 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 57 - Forks: 30

amoussawi/recoder

Large scale training of factorization models for Collaborative Filtering with PyTorch

Language: Python - Size: 3.47 MB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 55 - Forks: 7

KingJamesSong/FastDifferentiableMatSqrt

ICLR22 "Fast Differentiable Matrix Square Root" and T-PAMI extension

Language: Python - Size: 5.37 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 54 - Forks: 3

mayukh18/reco

a simple yet versatile recommendation systems library in python

Language: Python - Size: 8.44 MB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 53 - Forks: 20

yihong-chen/lambda-opt

Pytorch implementation of λOpt: Learn to Regularize Recommender Models in Finer Levels, KDD 2019

Language: Python - Size: 4.88 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 53 - Forks: 9

patverga/torch-relation-extraction

Universal Schema based relation extraction implemented in Torch.

Language: Lua - Size: 61.5 MB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 53 - Forks: 20

sergiud/SuiteSparse

SuiteSparse: a suite of sparse matrix packages by @DrTimothyAldenDavis et al. with native CMake support

Language: C - Size: 113 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 50 - Forks: 17

malb/m4ri

M4RI is a library for fast arithmetic with dense matrices over GF(2)

Language: C - Size: 1.33 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 49 - Forks: 24

takuti/Recommendation.jl

Building recommender systems in Julia

Language: TeX - Size: 3.12 MB - Last synced at: 30 days ago - Pushed at: over 1 year ago - Stars: 49 - Forks: 10

msubhransu/matrix-sqrt

matrix square root and its gradient

Language: Matlab - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 47 - Forks: 10

EthanRosenthal/rec-a-sketch

content discovery... IN 3D

Language: JavaScript - Size: 30.7 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 47 - Forks: 11

benedekrozemberczki/NMFADMM

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Language: Python - Size: 7.13 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 11

nanxstats/deep-learning-recipes

🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)

Language: R - Size: 12.7 KB - Last synced at: about 21 hours ago - Pushed at: about 6 years ago - Stars: 46 - Forks: 10

Zilong-Li/PCAone

Fast, Accurate and Memory-Efficient Principal Component Analysis For Tera-scale Dataset

Language: C++ - Size: 12 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 45 - Forks: 3

ishugaepov/Awesome-Machine-Learning-Papers

📖Notes and remarks on Machine Learning related papers

Language: HTML - Size: 603 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 45 - Forks: 15

neel-dey/robust-nmf

Python PyTorch (GPU) and NumPy (CPU)-based port of Févotte and Dobigeon's robust-NMF algorithm appearing in "Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization."

Language: Python - Size: 32.2 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 44 - Forks: 12

cantinilab/Mowgli

Single-cell multi-omics integration using Optimal Transport

Language: Python - Size: 7.84 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 41 - Forks: 5

Gurupradeep/Movie-Recommendation-System

Contains code which covers various methods for recommending movies, some of the methods include matrix factorisation , deep learning based recommendation systems

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 38 - Forks: 18

benedekrozemberczki/BoostedFactorization

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

Language: Python - Size: 829 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 13

ss87021456/Recommendation-System-Baseline

Some common recommendation system baseline, with description and link.

Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 36 - Forks: 6

perazz/fortran-lapack

Modern Fortran Linear Algebra library

Language: Fortran - Size: 283 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 35 - Forks: 3

bibs2091/pprec

a recommender engine node-js package for general use and easy to integrate.

Language: TypeScript - Size: 2.5 MB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 35 - Forks: 2

pashtari/factorizer

Pytorch implementation of Factorizer.

Language: Jupyter Notebook - Size: 3.47 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 34 - Forks: 2

daicoolb/PHDMF

This is a new deep learning model for recommender system, which we called PHD

Language: Python - Size: 331 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 33 - Forks: 12

jbochi/facts

Matrix Factorization based recsys in Golang. Because facts are more important than ever

Language: Go - Size: 10.7 KB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 33 - Forks: 4

moebg/retailbox

🛍️RetailBox - eCommerce Recommender System using Machine Learning

Language: Python - Size: 26.8 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 32 - Forks: 22

mohamed82008/DifferentiableFactorizations.jl

Differentiable matrix factorizations using ImplicitDifferentiation.jl.

Language: Julia - Size: 19.5 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 1

tohtsky/irspack

Train, evaluate, and optimize implicit feedback-based recommender systems.

Language: Python - Size: 733 KB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 30 - Forks: 9

hiroyuki-kasai/OLSTEC

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

Language: MATLAB - Size: 46.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 12

david-cortes/recometrics

(Python, R, C++) Library-agnostic evaluation framework for implicit-feedback recommender systems

Language: C++ - Size: 221 KB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 28 - Forks: 3

usaito/unbiased-implicit-rec-real

(WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"

Language: Python - Size: 478 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 5

shrebox/Course-Recommendation-System

A system that will help in a personalized recommendation of courses for an upcoming semester based on the performance of previous semesters.

Language: Jupyter Notebook - Size: 4.08 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 2

Related Topics
recommender-system 186 machine-learning 142 collaborative-filtering 138 python 103 recommendation-system 76 linear-algebra 62 deep-learning 47 matrix 43 svd 40 recommender-systems 40 pytorch 33 data-science 31 recommendation-engine 27 matrix-multiplication 27 tensorflow 23 matrix-decompositions 23 matrix-calculations 23 alternating-least-squares 21 nmf 21 neural-network 21 content-based-recommendation 20 singular-value-decomposition 19 unsupervised-learning 19 numpy 18 r 18 matrix-completion 17 deepwalk 16 clustering 15 implicit-feedback 15 movie-recommendation 15 node2vec 15 matrix-library 15 cosine-similarity 15 python3 14 pca 14 julia 13 matlab 13 dimensionality-reduction 11 data-analysis 11 matrix-computations 11 hybrid-recommender-system 11 machine-learning-algorithms 11 matrix-functions 11 nlp 11 network-embedding 11 jupyter-notebook 10 recommendation-algorithms 10 factorization 10 movielens 10 optimization 10 knn 10 factorization-machines 10 movielens-dataset 10 word2vec 10 content-based-filtering 10 keras 10 gradient-descent 10 topic-modeling 10 cpp 10 recommender 10 svd-matrix-factorisation 9 scikit-learn 9 embeddings 9 tensor-factorization 9 eigenvalues 9 qr-decomposition 9 numerical-methods 9 graph-embedding 9 nonnegative-matrix-factorization 8 tf-idf 8 principal-component-analysis 8 flask 8 user-based-recommendation 8 java 8 lu-decomposition 8 node-embedding 8 embedding 8 pandas 8 matrix-decomposition 8 non-negative-matrix-factorization 8 lapack 8 recsys 8 logistic-regression 7 stochastic-gradient-descent 7 als 7 scientific-computing 7 algorithms 7 cuda 7 data-visualization 7 rating-prediction 7 graph-neural-networks 7 c 7 feature-extraction 7 implicit-factorization 6 recommendation 6 least-squares 6 representation-learning 6 robust-pca 6 autoencoder 6 slim 6