michaelchughes / KMeansRex
Fast, vectorized C++ implementation of K-Means using the Eigen matrix template library. Includes Matlab and Python interfaces.
☆57Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for KMeansRex
- Library for performing spectral clustering in C++☆77Updated last year
- C++/Eigen implementation of fast randomized SVD☆23Updated 3 years ago
- An extensible C++ library of Hierarchical Bayesian clustering algorithms, such as Bayesian Gaussian mixture models, variational Dirichlet…☆140Updated 6 years ago
- Basic Gaussian process regression library. (Eigen3 required)☆24Updated 9 years ago
- Machine learning library in C++ with Eigen☆18Updated 9 years ago
- This is a cross-platform, CUDA-based C++ library for general-purpose, unconstrained nonlinear optimization on the GPU. It implements the …☆133Updated 4 years ago
- KMeans clustering in Eigen.☆25Updated 8 years ago
- Matrix library for CUDA in C++ and Python☆196Updated 7 years ago
- A C++ implementation of the derivative-free optimization algorithm CMA-ES.☆23Updated 11 years ago
- C++ utility for parsing/evaluating matrix math equations input at run time in a format similar to MATLAB (requires Eigen for matrix math)…☆66Updated 5 years ago
- C++11 multivariate normal distribution sampling using Eigen matrices☆72Updated 2 years ago
- Randomized Decision Trees: A Fast C++ Implementation of Random Forests.☆176Updated 4 years ago
- Cover Tree implementation in C++ for k-Nearest Neighbours and range search☆90Updated 4 years ago
- A fork of Eigen 3.2 to use MAGMA (GPU & CPU) as backend in the same way it does with Intel MKL.☆48Updated 10 years ago
- kmeans☆53Updated 8 years ago
- A Light-weight and Fast Template Matrix Library☆131Updated 11 years ago
- Numerical optimization in C++☆38Updated 10 years ago
- Header-only version of RedSVD☆58Updated 10 years ago
- NumPy-compatible multidimensional arrays in C++☆162Updated last month
- C++ 11 implementation of Geoff Hinton's Deep Learning matlab code☆284Updated 9 years ago
- Performance comparison of the MRPT algorithm to other approximate nearest neighbor search libraries☆27Updated 6 years ago
- Utilities for CUDA programming☆39Updated 5 years ago
- PLEASE SEE THE OFFICIAL REPOSITORY. THIS IS NOT MAINTAINED ANYMORE.☆93Updated 4 years ago
- C++ library for numerical arrays and tensor objects and operations with them, designed to allow Matlab-style programming.☆51Updated last year
- Proximal Operator Graph Solver☆87Updated last year
- Gaussian process library for machine learning☆114Updated 8 years ago
- A well-documented C++ implementation of the cover tree datastructure for quick k-nearest-neighbor search. Allows single-point insertion a…☆56Updated 6 years ago
- A Newton ADMM based solver for Cone programming.☆38Updated 7 years ago
- Dynamic Time Warping (DTW) library implementing lower bounds (LB_Keogh, LB_Improved...)☆112Updated 4 years ago