Ecosyste.ms: Repos

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

GitHub topics: svd

Repositories

jwliao1209/softImpute-ALS

A MATLAB implementation of "Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares".

Language: MATLAB - Size: 954 KB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

SheidaAbedpour/SVD-movie-recommender-system

This repository implements a movie recommendation system using Singular Value Decomposition (SVD)

Language: Jupyter Notebook - Size: 2.5 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

Ivagnesmanuel/Big-data-computing-homework

Big data computing homework

Language: Jupyter Notebook - Size: 939 KB - Last synced: 5 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

zahragolpa/PatchSVD

Official Python implementation of "PatchSVD: A Non-uniform SVD-based Image Compression Algorithm", ICPRAM 2024

Language: Python - Size: 2.99 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

aliceagrawal/HM-Recommender-System-App

Built a collaborative filtering and content-based recommendation/recommender system specific to H&M using the Surprise library and cosine similarity to generate similarity and distance-based recommendations.

Language: Jupyter Notebook - Size: 130 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 6 - Forks: 4

saraabme/SVD_ImageCompression

In this project, the focus is on image compression using Singular Value Decomposition (SVD), specifically following the principles of the well-known "Eigenfaces" experiment.

Language: Jupyter Notebook - Size: 101 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

gasevi/pyreclab

pyRecLab is a library for quickly testing and prototyping of traditional recommender system methods, such as User KNN, Item KNN and FunkSVD Collaborative Filtering. It is developed and maintained by Gabriel Sepúlveda and Vicente Domínguez, advised by Prof. Denis Parra, all of them in Computer Science Department at PUC Chile, IA Lab and SocVis Lab.

Language: C++ - Size: 1.8 MB - Last synced: 17 days ago - Pushed: almost 4 years ago - Stars: 119 - Forks: 29

Aniket-Singla/Movie-Recommender-System

This repository combines Machine Learning with web technology to recommend movies to users.

Language: JavaScript - Size: 13.1 MB - Last synced: 5 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

JuliaRecsys/ModelBasedCF.jl

Model based algorithms for Collaborative Filtering in Julia

Language: Julia - Size: 23.4 KB - Last synced: 29 days ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 1

Surya97/MWDB-project

Multimedia and Web Databases Fall 2019 project

Language: Python - Size: 53.5 MB - Last synced: 5 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

renoneto/Recommender-System

A movie recommender using the MovieLens dataset

Language: Jupyter Notebook - Size: 6.17 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

erichson/ristretto

Randomized Dimension Reduction Library

Language: Jupyter Notebook - Size: 11.8 MB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 109 - Forks: 27

zfengyan/Reconstruct_3D_Geometry

Project for 3D Geometry Reconstruction based on the open-source project - Easy3D.

Language: C++ - Size: 10.4 MB - Last synced: 5 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

vt2211/Voice-Controlled-Car

Built a voice-controlled car from scratch incorporating machine learning methods such as the Euclidean Classifier and k-NN Classifier, open and closed loop feedback control systems, principal component analysis, regression analysis, and transient analysis

Language: Jupyter Notebook - Size: 8.08 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

mutaphore/svd-image-compression

Image compression by singular value decomposition of the image matrix

Language: Python - Size: 6.46 MB - Last synced: 3 months ago - Pushed: over 7 years ago - Stars: 23 - Forks: 7

wkcn/CaffeSVD

使用SVD、K-Means、降低权值精度的方法压缩Cifar-10神经网络的全连接层

Language: Python - Size: 1.26 MB - Last synced: 3 months ago - Pushed: almost 7 years ago - Stars: 24 - Forks: 8

Kahsolt/nn-prune-svd

Neural network weights prune in a static LoRA–like way

Language: Python - Size: 8.79 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

MahaNivetha/Human-Activity-Recognition-and-Analysis

Language: MATLAB - Size: 557 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

ManishaLagisetty/Travel-Recommendation-System

Machine Learning, Python

Language: Jupyter Notebook - Size: 10.3 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

DEVANSH-DVJ/Video-denoising

Video Denoising using Low Rank Matrix completion

Language: MATLAB - Size: 142 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 7 - Forks: 0

saurabhmathur96/movie-recommendations

Recommend movies to users by RBMs, TruncatedSVD, Stochastic SVD and Variational Inference

Language: Jupyter Notebook - Size: 1.29 MB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 18 - Forks: 10

gha3mi/forsvd

ForSVD - A Fortran library for singular value decompostion (SVD) calculation, low-rank approximation, and image compression.

Language: Fortran - Size: 1.58 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 1

Meatfucker/svdeez

A simple gui interface to Stable Video Diffusion

Language: Python - Size: 8.79 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

sahildigikar15/Link-Prediction-Using-Graph-Mining

Given a directed social graph, have to predict missing links to recommend users.

Language: Jupyter Notebook - Size: 349 KB - Last synced: 6 months ago - Pushed: over 4 years ago - Stars: 3 - Forks: 1

AlexisDrch/Computer-Vision

Computer Vision @GTech MSCS

Language: Jupyter Notebook - Size: 119 MB - Last synced: 6 months ago - Pushed: about 6 years ago - Stars: 8 - Forks: 1

kevinfu1717/3DpointsFitToPlane

Fit 3D points to a plane base on serval methods:SVD,PCA,NN(base on PaddlePaddle2.0+)

Language: Python - Size: 6.25 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Phongle1311/PTTG-THGK

Language: Python - Size: 33 MB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

MariaDimopoulou/Digit-Recognition-using-Singular-Value-Decomposition

This project implements classification of handwritten digits from the U.S Postal Service Database.

Language: Jupyter Notebook - Size: 28.3 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

zlliang/jacobi-svd 📦

Numerical experiments on Jacobi SVD algorithm

Language: Matlab - Size: 670 KB - Last synced: 7 months ago - Pushed: about 6 years ago - Stars: 8 - Forks: 4

specter-cfd/fctables

Program that computes FC-Gram tables, written in Fortran 90.

Language: Fortran - Size: 8.31 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

tezzytezzy/credit-risk-anomaly-detection

Binary Classification Models with pySpark in Apache Spark

Language: Jupyter Notebook - Size: 640 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

jbrown1618/vector

A linear algebra library for TypeScript and JavaScript

Language: TypeScript - Size: 2.67 MB - Last synced: 4 days ago - Pushed: 12 months ago - Stars: 13 - Forks: 1

zfengyan/Camera_Calibration

Camera calibration based on the open-source project - easy3D: https://github.com/LiangliangNan/Easy3D.

Language: C++ - Size: 18.4 MB - Last synced: 5 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

rahulb813/mvscr

An alternative movie recommendation system for the CineMatchSM with better predictions. Trained with a Kaggle dataset of over 450000+ entries.

Language: Jupyter Notebook - Size: 3.09 MB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

akash18tripathi/Word-Embeddings

This GitHub repository contains implementations of three popular word embedding techniques: Singular Value Decomposition (SVD), Continuous Bag of Words (CBOW), and Embeddings from Language Models (ELMO). Word embeddings are a fundamental component of natural language processing and are essential for various text-based machine learning tasks.

Language: Python - Size: 17.7 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

KlugerLab/ALRA

Imputation method for scRNA-seq based on low-rank approximation

Language: R - Size: 7.72 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 63 - Forks: 18

OliverEdholm/VGG-Face-Logistic-Regression

Classifying images of faces using the same technique this paper used: https://psyarxiv.com/hv28a/

Language: Python - Size: 2.69 MB - Last synced: 8 months ago - Pushed: about 6 years ago - Stars: 4 - Forks: 2

mp4096/rsvd

Randomized singular value decomposition (SVD) written in C++14 / Eigen

Language: C++ - Size: 63.5 KB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 19 - Forks: 2

mkucz95/recommendation_engine

Recommendation System with IBM Watson

Language: HTML - Size: 4.32 MB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 6 - Forks: 9

KingJamesSong/DifferentiableSVD

A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"

Language: Python - Size: 1.07 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 51 - Forks: 1

shayneobrien/selected-papers-and-presentations

A sample of selected papers that I have authored or co-authored.

Size: 23.9 MB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

Pager07/Book-Recommendation

Book recommender system using Good-book dataset

Language: JavaScript - Size: 52.8 MB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

xadityax/Recommender-Systems-MovieLens1M

Collaborative Filtering, SVD and CUR based Recommender Systems. Tested on the MovieLens ratings dataset.

Language: Python - Size: 7.05 MB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1

ejboettcher/gemcityml-svd

Using SVD to predict from a time series. Tutorial of GemCityML

Language: JavaScript - Size: 6.68 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

gosuddin/machine-learning-for-finance

ML Coursework focused on solving Computational Finance and Risk Assessment models

Language: Jupyter Notebook - Size: 1.59 MB - Last synced: 8 months ago - Pushed: over 6 years ago - Stars: 4 - Forks: 9

Allen-Ho-0302/Comparison-of-Two-Different-Batted-Ball-Measurement-Systems

This research aims to find out which system can better evaluate hitter performance based on measurements of batted ball metrics and make predictions for the upcoming season.

Language: Jupyter Notebook - Size: 245 KB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

Tejas1415/Discreet-Cosine-Transform-DCT-Singular-Value-Decomposition-SVD-based-Copy-Move-Forgery-Detection

Implementing Copy Move Forgery Detection using DCT or SVD transformations. Also, a clear explanation is provided in the READme section

Language: Matlab - Size: 401 KB - Last synced: 8 months ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 4

dongkwonjin/Eigenlanes

Official code for "Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes", CVPR2022

Language: Python - Size: 2.26 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 120 - Forks: 16

axt/isvd

Incremental singular value decomposition (SVD) library for GSL.

Language: Shell - Size: 527 KB - Last synced: 2 months ago - Pushed: almost 10 years ago - Stars: 1 - Forks: 0

AdrianKlessa/SVD-Image-Compression

SVD image compression

Language: Python - Size: 10 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

hanfei1986/PCA-truncated-SVD-and-visualization-of-explained-variance

PCA or truncated SVD reduces dimensionality of data by transforming the data into a lower-dimensional space. In this notebook a chart visualizes how much variance of the original data is picked up in the new components. The data transformation process is also explained.

Language: Jupyter Notebook - Size: 404 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

milosmladenovic5/recommend_me_music

Music ratings prediction and music recommendation implemented in Python

Language: Jupyter Notebook - Size: 11.9 MB - Last synced: 8 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

liger82/Kimoa

Kiosk 모아

Language: Python - Size: 58.9 MB - Last synced: 8 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

Tommyphung1/Creating-Movie-Recommendation-Systems

Project using Model Based and Memory Based Algorithm to predict rating for items for users. Recommends 5 movies based off other users previous ratings.

Language: Jupyter Notebook - Size: 2.64 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

DataSlingers/MoMA

MoMA: Modern Multivariate Analysis in R

Language: R - Size: 940 KB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 18 - Forks: 3

aedin/PCAworkshop

An introduction to matrix factorization and PCA and SVD.

Language: TeX - Size: 9.26 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 35 - Forks: 12

kianmajl/Image_Denoising_using_SVD

The repository focuses on utilizing Singular Value Decomposition (SVD) to reduce noise in images, addressing the critical task of image denoising in image processing.

Language: Jupyter Notebook - Size: 3.33 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

acvictor/DLT

An implementation of Direct Linear Transform for 3D to 2D mapping.

Language: Python - Size: 8.79 KB - Last synced: 8 months ago - Pushed: about 5 years ago - Stars: 42 - Forks: 9

lmbd92/ML_II_UdeA

Welcome to "Lab I - Dimensionality Reduction"! This repository contains practical exercises and code examples to help you master the fundamental concept of dimensionality reduction in data analysis and machine learning. Explore various techniques, including PCA, t-SNE, and more, through hands-on coding exercises and insightful explanations

Language: Jupyter Notebook - Size: 4.32 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

ellietoulabi/Linear-Algebra

Language: Python - Size: 942 KB - Last synced: 9 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

bilge-karaca/NLP_with_Disaster_Tweets

Predicting which tweets are about real disasters. Using Bag-of-Words, TF-IDF Vectors, Naive Bayes, Linear Discriminant Analysis, Truncated SVD, custom tokenizer, lemmatization, GridSearchCV.

Language: Jupyter Notebook - Size: 20.5 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

rafael-a-monteiro-math/short-notes

These are some notes I wrote for internal seminars (audience made up of mathematicians, physicists and other scientists). They are only for teaching purpose.

Language: Jupyter Notebook - Size: 9.28 MB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

ZW-ZHANG/TIMERS

This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).

Language: Matlab - Size: 8.79 KB - Last synced: 9 months ago - Pushed: almost 6 years ago - Stars: 11 - Forks: 4

KhaledTofailieh/Collaborative-Filtering

in Data-Mining Field, when we design a recommender system and try to send recommendations for user based on similar users behavior, collaborative filtering is very useful to do that.

Language: Jupyter Notebook - Size: 16.6 KB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

chaoyangnz/svd-gen

CMSIS-SVD parser & generator: peripherals and register access for language bindings like Zig, Rust, C..

Language: Go - Size: 13.9 MB - Last synced: 2 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

magistery-tps/rec-sys-client-lib Fork of magistery-tps/rec-sys

rec-sys client side api

Language: Python - Size: 103 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

diegoreico/dash-board 📦

Movielens recommendation system dashboard

Language: Jupyter Notebook - Size: 1.52 MB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

kavyadevd/CurveFittingAndHomography

Homework and assignments for ENPM 673

Language: Jupyter Notebook - Size: 1.75 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

TJCoding/Ruggedised-Image-Colour-Transfer

A Ruggedised Implementation of the Colour Transfer Method proposed by Xiao and Lizhuang.

Language: C++ - Size: 1.32 MB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 0

i-a-morozov/SIGNAL

SIGNAL: quasiperiodic decomposition and chaos indicators in WM

Language: Mathematica - Size: 403 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 2

u1234x1234/pyspectra

Unofficial python interface to Spectra library; GPU accelerated eigenvalue / TruncatedSVD problems solving

Language: Python - Size: 35.2 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

felipessalvatore/Recommender

A recommendation system using tensorflow

Language: Jupyter Notebook - Size: 257 KB - Last synced: 8 months ago - Pushed: about 6 years ago - Stars: 74 - Forks: 25

sadikovi/spark-hosvd

Spark High Order SVD

Language: Scala - Size: 61.5 KB - Last synced: 3 months ago - Pushed: about 3 years ago - Stars: 3 - Forks: 1

nurlantulemisov/imagecompression

Simple image compression using SVD

Language: Go - Size: 2.67 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 7 - Forks: 0

niitsuma/delayedsparse

Efficient sparse matrix implementation for various "Principal Component Analysis"

Language: Python - Size: 26.4 KB - Last synced: 18 days ago - Pushed: over 5 years ago - Stars: 11 - Forks: 2

CasperCL/watson

Collaborative filtering using SVD

Language: Python - Size: 32.2 KB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

garciparedes/singular-value-decomposition-exercises-by-hand

Singular Value Decomposition done step by step

Language: TeX - Size: 477 KB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 3 - Forks: 0

venovako/VecJac

Vectorization of the Jacobi-type methods for the SVD and the EVD

Language: C - Size: 480 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

daandouwe/svd-doc2vec

Turn documents into vectors by decomposing a PPMI cooccurence matrix.

Language: HTML - Size: 133 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

hialisabet/mnist-detection

A simple code that utilizes least squares and singular value decomposition (SVD) to distinguish handwritten digits from the MNIST dataset

Language: HTML - Size: 1.9 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

pavlin-policar/ALRA

Imputation method for scRNA-seq based on low-rank approximation

Language: Python - Size: 2.69 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 3 - Forks: 0

CelestialZeus/SVD_Image_Compression

Language: MATLAB - Size: 67 MB - Last synced: 5 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

aman-095/Principal-Orthogonal-Decomposition-on-Schlieren-Images

Using SVD and PCA to observe the top and most influential modes present in a shock wave generated from a super-sonic wind tunnel.

Language: Jupyter Notebook - Size: 1.03 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

gscholer/rigid_transform_3D Fork of nghiaho12/rigid_transform_3D

Size: 15.6 KB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

gscholer/kabsch

kabsch coordinate transform

Size: 13.7 KB - Last synced: 10 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

arjunsawhney1/recommender-systems

In this repo, I explore matrix factorization using singular value decomposition and RFM Analysis to design recommender systems

Language: Jupyter Notebook - Size: 30.3 KB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

Charan-Galla/recommender-systems

Recommender system implementation with 3 approaches.

Language: Python - Size: 9.77 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

jaceyca/Netflix-Recommendations

A project in machine learning based on the completed Netflix competition

Language: C++ - Size: 1.1 MB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

harshmudgil97/book_recommender_system

A comprehensive approach to implicit and explicit rating based recommendation engine

Language: Jupyter Notebook - Size: 3.1 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

connorsoohoo/Jess-s_Angels Fork of bchidamb/Jess-s_Angels

Movie Recommender for the Netflix Challenge. Blend of SVD, TimeSVD++, RBMs, and Parallel Matrix Factorization

Language: C++ - Size: 548 MB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 1

Related Keywords

svd 495 python 85 pca 69 recommender-system 59 singular-value-decomposition 57 machine-learning 53 collaborative-filtering 52 linear-algebra 40 matrix-factorization 37 image-compression 31 svd-matrix-factorisation 29 recommendation-system 26 dimensionality-reduction 21 matlab 21 numpy 19 nlp 19 knn 18 python3 16 matrix 15 nmf 15 logistic-regression 14 linear-regression 14 image-processing 14 regression 14 lda 14 face-recognition 12 principal-component-analysis 12 deep-learning 12 qr-decomposition 12 cosine-similarity 12 svd-factorization 12 tensorflow 12 recommendation-engine 11 pytorch 11 sklearn 11 data-science 11 svdpp 11 compression 11 eigenfaces 10 classification 9 pandas 9 scikit-learn 9 tf-idf 9 cpp 9 neural-network 9 word2vec 9 eigenvalues 9 flask 9 jupyter-notebook 9 opencv 9 embedded 9 surprise 9 movie-recommendation 9 matplotlib 9 pca-analysis 8 content-based-recommendation 8 least-squares 8 math 7 latent-semantic-analysis 7 surprise-library 7 algorithm 7 eigen 7 arm 7 recommender-systems 7 numerical-linear-algebra 7 ml 7 clustering 7 netflix 7 random-forest 6 gensim 6 keras 6 kmeans-clustering 6 unsupervised-learning 6 optimization 6 lsa 6 apriori 6 c 6 svm 6 k-means 6 recommendation 6 r 6 cuda 6 visualization 6 statistics 5 gpu 5 randomized-algorithm 5 machine-learning-algorithms 5 image 5 lu-decomposition 5 svd-image-compression 5 t-sne 5 fortran 5 word-embeddings 5 mnist 5 microcontroller 5 artificial-intelligence 5 rust 5 movielens-dataset 5 matrix-completion 5 kmeans 5