svd

There are 5 repositories under svd topic.

apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
fp-growth apriori mahchine-leaning naivebayes svm adaboost kmeans svd pca logistic regression recommendedsystem sklearn scikit-learn nlp deeplearning python dnn lstm rnn
Language:Python 38959
NicolasHug / Surprise
A Python scikit for building and analyzing recommender systems
recommender systems recommendation svd matrix factorization machine-learning
Language:Python 6317
Reference-LAPACK / lapack
LAPACK development repository
linear-algebra lapack blas lapacke linear-equations eigenvalues eigenvectors matrix-factorization singular-values svd
Language:Fortran 1471
prince
MaxHalford / prince
:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
pandas pca ca mca python svd factor-analysis correspondence-analysis principal-component-analysis scikit-learn multiple-factor-analysis multiple-correspondence-analysis mfa famd procrustes
Language:Python 1244
zhezhaoa / ngram2vec
Four word embedding models implemented in Python. Supporting arbitrary context features
ngram word2vec ngram2vec embedding analogy chinese glove ppmi svd n-gram word word-embedding
Language:Python 839
h2oai / h2o4gpu
H2Oai GPU Edition
gpu glm python cuda c-plus-plus cpu lasso elastic-net svd pca rstats r machine-learning
Language:C++ 459
james-bowman / nlp
Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang
go golang natural-language-processing nlp lsa latent-semantic-analysis machine-learning svd singular-value-decomposition tf-idf feature-hash locality-sensitive-hashing lsh random-projections simhash latent-semantic-indexing lsi random-indexing latent-dirichlet-allocation lda
Language:Go 444
KinglittleQ / torch-batch-svd
A 100x faster SVD for PyTorch⚡️
cusolver pytorch svd
Language:C++ 427
sdl60660 / letterboxd_recommendations
Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username
letterboxd-recommendations letterboxd movie-recommendations svd web-scraping redis-queue collaborative-filtering flask
Language:Python 237
xx025 / stable-video-diffusion-webui
stable-video-diffusion-webui, img to videos| 图片生成视频
stable-video-diffusion svd
Language:Python 203
dselivanov / rsparse
Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
collaborative-filtering recommender-system r matrix-factorization matrix-completion factorization-machines svd sparse-matrices
Language:R 169
Kitabe
Praful932 / Kitabe
Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩
django recommendation-system recommendation-engine python machine-learning deep-learning svd embeddings html css surprise book-recommender book-recomendation funksvd web-application ajax javascript heroku goodreads goodbooks-10k
Language:HTML 164
dongkwonjin / Eigenlanes
Official code for "Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes", CVPR2022
lane lane-detection svd pca roadlane deep-learning pytorch descroptor
Language:Python 127
bwlewis / irlba
Fast truncated singular value decompositions
pca principal-component-analysis singular-value-decomposition sparse-principal-components svd
Language:R 125
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.
recommendation-algorithm rating-prediction rating knn svd implicit-feedback alternating-least-squares
Language:C++ 122
erichson / ristretto
Randomized Dimension Reduction Library
dimension-reduction singular-value-decomposition randomized-algorithm lu-decomposition nonnegative-matrix-factorization principal-component-analysis matrix-approximation svd python pca dynamic-mode-decomposition
Language:Jupyter Notebook 115
j2kun / svd
Python code implementing the power method for Singular Value Decomposition
algorithm linear-algebra optimization programming python svd
Language:Python 103
NoisyWinds / Recommend
Python 3.6 下的推荐算法解析，尽量使用简单的语言剖析原理，相似度度量、协同过滤、矩阵分解等
analyzing-recommender-systems collaborative-filtering svd distance-measures
Language:Python 102
erichson / rSVD
Randomized Matrix Decompositions using R
dimension-reduction svd principal-component-analysis probabilistic-algorithms cran randomized-algorithm singular-value-decomposition matrix-approximation pca
Language:R 97
ml_code
zlxy9892 / ml_code
A repository for recording the machine learning code
machine-learning deep-learning artificial-intelligence tensorflow sklearn scikit-learn keras nlp mnist cv knn svd logistic-regression decision-tree bayesian neural-network apriori clustering k-means pca
Language:Python 96
Saeid-jhn / Digital-Image-Watermarking
Digital Image Watermarking Method Based on Hybrid DWT-HD-SVD Technique: Attacks, PSNR, SSIM, NC
watermark-image matlab dwt svd hessenberg-decomposition singular-value-decomposition discrete-wavelet-transformation psnr structural-similarity normalized-correlation attacks
Language:MATLAB 94
WindQAQ / tf-recsys
tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.
tensorflow recommender-system collaborative-filtering svd svdplusplus movielens-dataset
Language:Python 94
BANE
benedekrozemberczki / BANE
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
tadw fscnmf musae deepwalk node2vec icdm graph embedding word2vec line lane factorization svd bane node dimensionality-reduction graph2vec diff2vec gemsec tridnr
Language:Python 86
tracy-talent / curriculum
a repository for my curriculum project
mapreduce ner nlp bilstm-crf raft distributed-systems machine-learning svd pca isomap triangle-count invertedindex chart-parser golang tensorflow reinforcement-learning lda computational-theory
Language:Python 85
ZigEmbeddedGroup / regz
Generate zig code from ATDF or SVD files for microcontrollers.
avr embedded arm mcu microcontroller svd svd2zig zig tooling
Language:Zig 82
yixuan / RSpectra
R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems
eigenvalues spectra svd
Language:C++ 80
felipessalvatore / Recommender
A recommendation system using tensorflow
tensorflow recommendation svd vector-representation recommender-systems
Language:Jupyter Notebook 74
KlugerLab / ALRA
Imputation method for scRNA-seq based on low-rank approximation
scrna-seq svd imputation dropout matrix-completion
Language:R 72
KingJamesSong / DifferentiableSVD
A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"
svd svd-matrix-factorisation svd-factorization style-transfer image-recognition deep-learning imagenet-classification fine-grained-visual-categorization fine-grained-classification iccv21 pytorch end-to-end-svd differentiable-svd
Language:Python 66
GraRep
benedekrozemberczki / GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
deepwalk node2vec role2vec grarep walklets asne aane tadw graph-embedding node-embedding network-embedding embedding gensim svd singular-value-decomposition word2vec graph2vec deep-learning matrix-factorization nmf
Language:Python 61
Vaibhav67979 / Ecommerce-product-recommendation-system
Product Recommendation System is a machine learning-based project that provides personalized product recommendations to users based on their interaction history, similar users, and also the popularity of products.
artificial-intelligence machine-learning python e-commerce product product-recommendation svd e-commerce-product-recommendation-system
Language:Jupyter Notebook 54
CNevd / DeepLearning-MXNet
MXNet for CTR
mxnet dcnn svd recommendation selu dssm
Language:Python 50
acvictor / DLT
An implementation of Direct Linear Transform for 3D to 2D mapping.
dlt direct-linear-transform python 3d 2d camera-calibration svd python-dlt
Language:Python 44
JuliaLinearAlgebra / GenericSVD.jl
Singular Value Decomposition for generic number types
julia math svd
Language:Julia 41
aedin / PCAworkshop
An introduction to matrix factorization and PCA and SVD.
correspondence-analysis dimensionality-reduction exploratory-data-analysis pca principal-component-analysis single-cell singular-value-decomposition svd
Language:TeX 38
ZW-ZHANG / AROPE
This is the official implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).
network-embedding network-representation-learning arbitrary-order-proximity high-order-proximity svd
Language:Python 38