H2Oai GPU Edition

A 100x faster SVD for PyTorch⚡️

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.

This repository provides code for SVD and Importance sampling-based algorithms for large scale topic modeling.

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

An in-depth tutorial on the theory of panorama stitching

Generic C++17 library for distributed scientific computing (HPC)

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

RANSAC algorithm implementation for road plane detection and segmentation in the lidar point cloud.

redsvd - RandomizED Singular Value Decomposition

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

A couple of paper implementations in high dynamic range imaging using C++

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

This repo is the code for the 2024 IEEE PES GM paper. It proposes a novel topology embedding method for handling topology problem in power system.

计算矩阵（实数矩阵，复数矩阵）特征值、特征向量、行列式、QR分解、SVD、LU分解等功能

⚡ NumPy-style arrays in C++ | CUDA GPU + AVX512 CPU | Tikhonov Regularized EVD, LSQR, MRRR, SVD, eigenvalue solvers

SVD-based recommender

C++ header only CMSIS5 SVD Reader

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

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