CaffeBVLC/caffe
A deep learning framework developed with cleanliness, readability, and speed in mind.
GeneralDeep learning
34.6k updated 2y ago
MATLAB machine learning libraries
23 libraries, 5 updated this year
MATLAB entries are mostly toolboxes and interfaces from academic research. LIBSVM and LIBLINEAR ship official MATLAB interfaces, mexopencv brings OpenCV into MATLAB, and the code accompanying Bishop's Pattern Recognition and Machine Learning implements the book's algorithms.
23 libraries
MXNetapache/incubator-mxnet Archived
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, JavaScript and more.
GeneralDeep learning
20.8k archived
Pattern Recognition and Machine LearningPRML/PRMLT
This package contains the matlab implementation of the algorithms described in the book Pattern Recognition and Machine Learning by C. Bishop.
General
6.2k updated 6y ago
4.7k updated 9mo ago
1.6k updated 2y ago
1.1k updated 9mo ago
Machine Learning in MatLab/Octavetrekhleb/machine-learning-octave
Examples of popular machine learning algorithms (neural networks, linear/logistic regressions, K-Means, etc.) with code examples and mathematics behind them being explained.
GeneralDeep learning
900 updated 11mo ago
mexopencvkyamagu/mexopencv Archived
Collection and a development kit of MATLAB mex functions for OpenCV library.
Vision
660 archived
Machine Learning Modulejosephmisiti/machine-learning-module
Class on machine w/ PDF, lectures, code
General
476 updated 15y ago
Optunityclaesenm/optunity
A library dedicated to automated hyperparameter optimization with a simple, lightweight API to facilitate drop-in replacement of grid search. Optunity is written in Python but interfaces seamlessly with MATLAB.
GeneralMLOps
428 updated 2y ago
ParaMontecdslaborg/paramonte
A general-purpose library with C/C++ interface for Bayesian data analysis and visualization via serial/parallel Monte Carlo and MCMC simulations. Documentation can be found here.
GeneralData & viz
307 updated 4mo ago
Pattern Recognition Toolboxcovartech/PRT
A complete object-oriented environment for machine learning in Matlab.
General
146 updated 12mo ago
5 updated 2y ago
Contourletsifp.illinois.edu
MATLAB source code that implements the contourlet transform and its utility functions.
Vision
No GitHub repo
No GitHub repo
Curveletscurvelet.org
The Curvelet transform is a higher dimensional generalization of the Wavelet transform designed to represent images at different scales and different angles.
Vision
No GitHub repo
No GitHub repo
No GitHub repo
Training a deep autoencoder or a classifier on MNIST digitscs.toronto.edu
Training a deep autoencoder or a classifier on MNIST digits.
GeneralDeep learning
No GitHub repo
Convolutional-Recursive Deep Learning for 3D Object Classificationsocher.org
Convolutional-Recursive Deep Learning for 3D Object Classification.
GeneralDeep learning
No GitHub repo
Spiderpeople.kyb.tuebingen.mpg.de
The spider is intended to be a complete object orientated environment for machine learning in Matlab.
General
No GitHub repo
No GitHub repo
gaimcmathworks.com
Efficient pure-Matlab implementations of graph algorithms to complement MatlabBGL's mex functions.
Data & viz
No GitHub repo