Top 24 svd open source projects

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

✭ 145

r recommender-system collaborative-filtering matrix-factorization factorization-machines svd

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.

✭ 108

rating svd

Torch Batch Svd

A 100x faster SVD for PyTorch⚡️

✭ 107

pytorch svd

Ristretto

Randomized Dimension Reduction Library

✭ 92

python pca svd

Ml code

A repository for recording the machine learning code

✭ 75

python deep-learning machine-learning tensorflow nlp keras neural-network artificial-intelligence scikit-learn clustering mnist cv sklearn logistic-regression bayesian pca svd

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

✭ 72

python collaborative-filtering svd

Recommender

A recommendation system using tensorflow

✭ 69

jupyter-notebook tensorflow svd

Deeplearning Mxnet

MXNet for CTR

✭ 51

python mxnet svd

Genericsvd.jl

Singular Value Decomposition for generic number types

✭ 40

julia math svd

Ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

✭ 32,316

python javascript CSS Jupyter Notebook HTML shell nlp deeplearning lstm scikit-learn rnn regression sklearn svm dnn pca kmeans svd logistic adaboost apriori fp-growth naivebayes mahchine-leaning recommendedsystem

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

✭ 23

python flask web-scraping collaborative-filtering svd

Ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

✭ 703

python chinese word2vec word glove svd

Prince

👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)

✭ 591

python pandas scikit-learn pca mfa svd

Surprise

A Python scikit for building and analyzing recommender systems

✭ 5,151

python matrix svd systems recommender recommendation factorization

H2o4gpu

H2Oai GPU Edition

✭ 416

python r machine-learning gpu cuda rstats cpu pca svd

Nlp

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

✭ 304

go golang machine-learning nlp natural-language-processing tf-idf lda svd

Digital-Image-Watermarking

Digital Image Watermarking Method Based on Hybrid DWT-HD-SVD Technique: Attacks, PSNR, SSIM, NC

✭ 37

matlab dwt svd attacks watermark-image psnr singular-value-decomposition discrete-wavelet-transformation structural-similarity hessenberg-decomposition normalized-correlation

nlp-lt

Natural Language Processing for Lithuanian language

✭ 17

python TeX nlp search-engine natural-language-processing text-classification clustering lda svd topic-extraction latent-semantic-analysis

Tf-Rec

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

✭ 18

python machine-learning deep-learning tensorflow machine-learning-algorithms keras matrix-factorization recommendation-system recommender-system svd svdplusplus svdpp

moses

Streaming, Memory-Limited, r-truncated SVD Revisited!

✭ 19

matlab streaming pca dimensionality-reduction svd streaming-algorithms subspace-tracking subspace-learning online-algorithms subspace-identification

RSpectra

R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems

✭ 68

C++r c spectra svd eigenvalues

math105A

Numerical analysis course in Python

✭ 20

Jupyter Notebook python svd lu-decomposition qr-decomposition newtons-method gaussian-elimination-algorithm complexity-analysis gram-schmidt

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.

✭ 91

python tensorflow collaborative-filtering recommender-system svd movielens-dataset svdplusplus

ALRA

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

✭ 48

r dropout imputation scrna-seq svd matrix-completion

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