GitHub topics: matrix-factorization

Repositories

uncomplicate/neanderthal

Fast Clojure Matrix Library

Language: Clojure - Size: 3.95 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1,096 - Forks: 58

# Spotlight – AI Powered Webinar Streaming & Sales Platform 🎥Spotlight offers a seamless way for marketers and business owners to host webinars, engage attendees, and drive sales. With AI features like customizable sales agents and lead tracking, users can enhance their outreach and conversion rates effectively.

Language: TypeScript - Size: 9.05 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

lyst/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

Language: Python - Size: 7.71 MB - Last synced at: about 17 hours ago - Pushed at: 11 months ago - Stars: 4,937 - Forks: 709

XuhuaHuang/EmbeddedProgramming

Applied modern C/C++ in calculus, discrete mathematics, robotics and machine learning with CMake.

Language: C++ - Size: 52.5 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 9 - Forks: 0

Sverlaan/letterboxd-collab2watch

A web tool that recommends movies for multiple parties by combining Letterboxd user profiles and applying group collaborative filtering.

Language: JavaScript - Size: 16.4 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

myui/rtrec

An realtime recommendation system supporting online updates

Language: Python - Size: 575 KB - Last synced at: 1 day ago - Pushed at: 4 days ago - Stars: 17 - Forks: 0

david-cortes/recometrics

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

Language: C++ - Size: 224 KB - Last synced at: about 9 hours ago - Pushed at: about 1 month ago - Stars: 30 - Forks: 3

giobbu/neural-MF

Basic neural matrix factorization for missing data imputation

Language: Python - Size: 158 KB - Last synced at: 6 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

benfred/implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Language: Python - Size: 7.51 MB - Last synced at: 6 days ago - Pushed at: 11 months ago - Stars: 3,675 - Forks: 621

AadrianLeo/Book-Recommendation-System

Book Recommender System using the Book-Crossing dataset. Compares content-based (TF-IDF + cosine similarity) and collaborative filtering (SVD) methods for book recommendations. Includes data cleaning, EDA, and model evaluation (Precision@5, RMSE) in Python.

Language: Jupyter Notebook - Size: 59.7 MB - Last synced at: 3 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

Zilong-Li/PCAone

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

Language: C++ - Size: 11.9 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 46 - Forks: 3

Reference-LAPACK/lapack

LAPACK development repository

Language: Fortran - Size: 32.6 MB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 1,645 - Forks: 465

tohtsky/irspack

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

Language: Python - Size: 733 KB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 31 - Forks: 9

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: about 2 hours ago - Pushed at: 4 months ago - Stars: 175 - Forks: 30

ZiyaoGeng/RecLearn

Recommender Learning with Tensorflow2.x

Language: Python - Size: 109 MB - Last synced at: 12 days ago - Pushed at: about 3 years ago - Stars: 1,939 - Forks: 498

PreferredAI/cornac

A Comparative Framework for Multimodal Recommender Systems

Language: Python - Size: 24.3 MB - Last synced at: 14 days ago - Pushed at: about 1 month ago - Stars: 960 - Forks: 153

sb-ai-lab/RePlay

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

Language: Python - Size: 36.1 MB - Last synced at: 12 days ago - Pushed at: 14 days ago - Stars: 337 - Forks: 34

benedekrozemberczki/awesome-community-detection

A curated list of community detection research papers with implementations.

Language: Python - Size: 2.21 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 2,376 - Forks: 363

cheungdaven/DeepRec

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

Language: Python - Size: 14.6 MB - Last synced at: 18 days ago - Pushed at: about 3 years ago - Stars: 1,153 - Forks: 293

conradsnicta/armadillo-code

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

Size: 10.7 KB - Last synced at: 16 days ago - Pushed at: 12 months ago - Stars: 500 - Forks: 123

6lyc/CDNMF

Official implementation of our paper "Contrastive Deep Nonnegative Matrix Factorization for Community Detection" (ICASSP 2024)

Language: Python - Size: 37.1 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 35 - Forks: 7

madsjulia/Mads.jl

MADS: Model Analysis & Decision Support

Language: HTML - Size: 184 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 104 - Forks: 21

guoguibing/librec

LibRec: A Leading Java Library for Recommender Systems, see

Language: Java - Size: 83.6 MB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 3,251 - Forks: 1,030

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: 21 days ago - Pushed at: 4 months ago - Stars: 9,300 - Forks: 1,421

Zilong-Li/PCAoneR

Window based randomized singular value decomposition (winSVD)

Language: R - Size: 9.33 MB - Last synced at: 6 days ago - Pushed at: 23 days ago - Stars: 5 - Forks: 1

danish1804/recommender-system

A collaborative filtering-based movie recommender system built using Python. Implements both user-user k-NN and matrix factorization techniques with evaluation metrics like RMSE for performance benchmarking.

Language: Jupyter Notebook - Size: 22.5 KB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

maciejkula/spotlight

Deep recommender models using PyTorch.

Language: Python - Size: 8.79 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 3,019 - Forks: 421

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: 18 days ago - Pushed at: 25 days ago - Stars: 576 - Forks: 109

USTCLLM/RecStudio

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

Language: Python - Size: 2.66 MB - Last synced at: 23 days ago - Pushed at: 4 months ago - Stars: 188 - Forks: 23

andrewssobral/lrslibrary

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

Language: MATLAB - Size: 61.8 MB - Last synced at: 18 days ago - Pushed at: about 2 years ago - Stars: 858 - Forks: 377

benedekrozemberczki/graph2vec

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

Language: Python - Size: 217 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 922 - Forks: 169

chenxinye/mhodlr

Multiple precision matrix computations with HODLR representation and mixed-precision simulations

Language: MATLAB - Size: 15.9 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 6 - Forks: 3

lmcinnes/enstop

Ensemble topic modelling with pLSA

Language: Python - Size: 233 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 115 - Forks: 12

Gonnuru/Personal_Playlist_Generator

Deployed recommendation system for generating music based on my spotify streaming history. Few other features include random song generation, songs from youtube personal playlist to spotify library

Size: 174 KB - Last synced at: 3 days ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

al4744/rec-system

🎵 A Python-based content recommendation system using ML algorithms and matrix factorization techniques to analyze 600k-song dataset. Combines SVD, NMF, Factorization Machines, and Direct Similarity for personalized music suggestions. Handles cold start, optimizes with weighted similarity, and includes tools for visualization & evaluation.

Language: Jupyter Notebook - Size: 1.93 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

lanl/T-ELF

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

Language: Python - Size: 47.2 MB - Last synced at: 25 days ago - Pushed at: about 1 month ago - Stars: 19 - Forks: 6

yihong-chen/neural-collaborative-filtering

pytorch version of neural collaborative filtering

Language: Jupyter Notebook - Size: 14 MB - Last synced at: 30 days ago - Pushed at: 12 months ago - Stars: 501 - Forks: 158

zdebruine/RcppML

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

Language: C++ - Size: 19.6 MB - Last synced at: 24 days ago - Pushed at: over 1 year ago - Stars: 106 - Forks: 18

amoussawi/recoder

Large scale training of factorization models for Collaborative Filtering with PyTorch

Language: Python - Size: 3.47 MB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 56 - Forks: 7

Sverlaan/collab2watch

A web tool that recommends movies for multiple parties by combining Letterboxd user profiles and applying collaborative filtering.

Language: JavaScript - Size: 13.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

lv416e/archetypax

ArchetypAX: Hardware-accelerated Archetypal Analysis implementation using JAX

Language: Python - Size: 520 KB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

pashtari/lrf

PyTorch implementation of low-rank factorization (LRF) methods for data compression

Language: Jupyter Notebook - Size: 817 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 13 - Forks: 4

salar96/MEP-Orthogonal-NMF

Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)

Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 10 - Forks: 3

cuMF/cumf_als

CUDA Matrix Factorization Library with Alternating Least Square (ALS)

Language: Cuda - Size: 366 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 179 - Forks: 46

bibs2091/pprec

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

Language: TypeScript - Size: 2.5 MB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 36 - Forks: 2

sisinflab/elliot

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

Language: Python - Size: 78.4 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 288 - Forks: 51

mims-harvard/scikit-fusion

scikit-fusion: Data fusion via collective latent factor models

Language: Python - Size: 9.28 MB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 148 - Forks: 44

ZahirAhmadChaudhry/Recommendation_Systems_Kaggle

This repository documents our comprehensive approach to building an effective recommendation system for predicting customer repurchases on Carrefour's eCommerce platform. Starting with simple statistical methods and progressing to advanced neural network architectures, we've explored multiple approaches to tackle this recommendation challenge.

Language: Python - Size: 18 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

venovako/ATFact

The anti-triangular factorization of skew-symmetric matrices.

Language: Fortran - Size: 3.77 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

themisvaltinos/Auction-Website

Full Stack e-commerce app built with Express, Node.js, MySQL and React

Language: JavaScript - Size: 2.12 MB - Last synced at: 25 days ago - Pushed at: about 2 years ago - Stars: 98 - Forks: 37

equadratures/equadratures

Language: Python - Size: 67.5 MB - Last synced at: 29 days ago - Pushed at: almost 2 years ago - Stars: 100 - Forks: 45

alunera-data/movielens-capstone

HarvardX Capstone: Collaborative filtering movie recommender system using R and Matrix Factorization

Language: HTML - Size: 643 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

jrzaurin/RecoTour

A tour through recommendation algorithms in python [IN PROGRESS]

Language: Jupyter Notebook - Size: 6.56 MB - Last synced at: 17 days ago - Pushed at: 6 months ago - Stars: 177 - Forks: 38

benedekrozemberczki/GEMSEC

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

Language: Python - Size: 10.4 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 260 - Forks: 52

YangLabHKUST/mfair

mfair: Matrix Factorization with Auxiliary Information in R

Language: R - Size: 41.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 1

zenogantner/MyMediaLite

recommender system library for the CLR (.NET)

Language: C# - Size: 29.2 MB - Last synced at: 23 days ago - Pushed at: about 5 years ago - Stars: 506 - Forks: 190

Mohabdo21/HybridRec-ContextEnrichment

An advanced hybrid recommendation system that combines collaborative filtering and content-based filtering approaches, enhanced with temporal awareness and contextual personalization

Language: Python - Size: 2.49 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

EthanRosenthal/torchmf

matrix factorization in PyTorch

Language: Python - Size: 48.8 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 130 - Forks: 33

jip/mt

Matrix toolbox

Language: J - Size: 2.02 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

mayukh18/reco

a simple yet versatile recommendation systems library in python

Language: Python - Size: 8.44 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 53 - Forks: 20

kokikwbt/ssmf

Language: Python - Size: 4.03 MB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 15 - Forks: 3

jennalandy/bayesNMF

R package for bayesNMf, a computationally efficient Gibbs sampler for Bayesian Poisson NMF which automatically determines the number of latent factors while quantifying uncertainties of the learned matrices.

Language: R - Size: 116 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 7 - Forks: 1

ibayer/fastFM

fastFM: A Library for Factorization Machines

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

madrury/linalg

A linear algebra library in C. For fun.

Language: C - Size: 84 KB - Last synced at: about 2 months ago - Pushed at: about 8 years ago - Stars: 59 - Forks: 12

Saeidhoseinipour/NMTFcoclust

Co-clustering algorithms can seek homogeneous sub-matrices into a dyadic data matrix, such as a document-word matrix.

Language: Python - Size: 61.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

Cartesian-School/introduction-to-julia

Learn the fundamentals of the Julia language in this 13-part course using Jupyter Notebook

Language: Jupyter Notebook - Size: 742 KB - Last synced at: 5 days ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

ocramz/sparse-linear-algebra

Numerical computation in native Haskell

Language: Haskell - Size: 866 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 91 - Forks: 10

mpf/QRupdate.jl

Column and row updates to "Q-less" QR decomposition, including stable least-squares solves

Language: Julia - Size: 38.1 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 24 - Forks: 6

pko89403/Recommender

Implementation of recommender ( Pytorch & Keras )

Language: Jupyter Notebook - Size: 67.9 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 8 - Forks: 0

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: about 1 month ago - Pushed at: about 5 years ago - Stars: 226 - Forks: 76

HosseinAtrsaei/Optimization-Theory-Final-Project-Matrix-Factorization-TSP-Heuristics

This repository contains the final project for the **Introduction to Optimization** course at **Télécom Paris**. The project is divided into two parts, each showcasing the application of optimization techniques to classical problems in machine learning and operations research.

Language: Jupyter Notebook - Size: 238 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

lsjsj92/recommender_system_with_Python

recommender system tutorial with Python

Language: Jupyter Notebook - Size: 606 KB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 199 - Forks: 98

sidyr6002/Zee-Recommender-System

A movie recommendation system

Language: Jupyter Notebook - Size: 8.01 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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: 21 days ago - Pushed at: over 2 years ago - Stars: 325 - Forks: 47

akshat2635/AniVerse

AniVerse is an anime recommender system which recommends user based on explicit feedback from user.

Language: Jupyter Notebook - Size: 112 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

irecsys/CARSKit

Java-Based Context-aware Recommendation Library

Language: Java - Size: 43.9 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 125 - Forks: 53

khanhnamle1994/MetaRec

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

Language: Python - Size: 626 MB - Last synced at: 22 days ago - Pushed at: over 2 years ago - Stars: 303 - Forks: 77

carlosmatherson/BBC-News-Classification

SVD matrix factorization to classify news article

Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Luyabs/literary-works-recommendation-algorithm

基于混合推荐算法的文学作品推荐系统-算法后端

Language: Python - Size: 24.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

WafflesTasty/utilities-algebra

The 'Algebra' library handles algebraic objects. This includes interval objects, vector/matrix operations, and various matrix factorization algorithms.

Language: Java - Size: 505 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

jacobwilliams/lusol

Fortran Package Manager library for LUSOL

Language: Fortran - Size: 74.2 KB - Last synced at: 18 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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 2 months ago - Pushed at: 11 months ago - Stars: 142 - Forks: 29

balos1/fpga-sparse-matrix-mult

A sparse matrix multiplication FPGA architecture which acts as a 'coprocessor'.

Language: SystemVerilog - Size: 3.07 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 2

drnikolaev/cvmlib

CVM Class Library

Language: C++ - Size: 191 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 8 - Forks: 2

xptree/NetMF

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

Language: Python - Size: 1.16 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 187 - Forks: 47

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: 21 days ago - Pushed at: 3 months ago - Stars: 69 - Forks: 14

clemsadand/amlas

A recommender system built from scratch based on collaboration filtering algorithm in Python using NumPy library

Language: Jupyter Notebook - Size: 19.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Bwhiz/Recommender-System-ALS

This repository contains the code and resources for building a personalized movie recommendation system using matrix factorization, incorporating both latent factors and bias terms.

Language: Jupyter Notebook - Size: 1.16 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

changwoolee/BLAST

[NeurIPS 2024] BLAST: Block Level Adaptive Structured Matrix for Efficient Deep Neural Network Inference

Language: Python - Size: 1.43 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 10 - Forks: 0

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: 30 days ago - Pushed at: about 2 years ago - Stars: 987 - Forks: 249

kapeed54/Online-Book-Store-With-Recommendation-System

This project deals with developing an e-commerce website for Online Book Sale. It provides the user with a catalog of different books available for purchase in the store. In order to facilitate online purchase a shopping cart is provided to the user. The users are recommended on the basis of previous users rating.

Language: Python - Size: 119 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 25 - Forks: 14

Related Keywords

matrix-factorization 669 recommender-system 190 machine-learning 146 collaborative-filtering 140 python 105 recommendation-system 80 linear-algebra 63 deep-learning 50 matrix 43 svd 41 recommender-systems 40 pytorch 33 data-science 31 matrix-multiplication 28 recommendation-engine 27 matrix-decompositions 23 matrix-calculations 23 tensorflow 23 nmf 21 alternating-least-squares 21 neural-network 21 content-based-recommendation 20 unsupervised-learning 20 singular-value-decomposition 19 numpy 19 r 18 matrix-completion 17 cosine-similarity 16 deepwalk 16 python3 15 implicit-feedback 15 movie-recommendation 15 node2vec 15 matrix-library 15 clustering 15 pca 14 matlab 13 julia 13 factorization-machines 11 data-analysis 11 content-based-filtering 11 matrix-computations 11 network-embedding 11 hybrid-recommender-system 11 jupyter-notebook 11 dimensionality-reduction 11 machine-learning-algorithms 11 nlp 11 matrix-functions 11 scikit-learn 10 word2vec 10 knn 10 optimization 10 movielens 10 keras 10 cpp 10 topic-modeling 10 recommender 10 movielens-dataset 10 recommendation-algorithms 10 factorization 10 gradient-descent 10 numerical-methods 9 eigenvalues 9 tensor-factorization 9 embeddings 9 pandas 9 qr-decomposition 9 graph-embedding 9 lu-decomposition 9 svd-matrix-factorisation 9 recsys 9 tf-idf 8 non-negative-matrix-factorization 8 principal-component-analysis 8 embedding 8 node-embedding 8 matrix-decomposition 8 java 8 data-visualization 8 user-based-recommendation 8 lapack 8 nonnegative-matrix-factorization 8 flask 8 community-detection 7 sparse-matrix 7 scientific-computing 7 logistic-regression 7 c 7 algorithms 7 graph-neural-networks 7 stochastic-gradient-descent 7 recommendation 7 cuda 7 slim 7 rating-prediction 7 feature-extraction 7 als 7 evaluation 6 algorithm 6