Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
Discover pretrained models for deep learning in MATLAB
OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.
Matlab code of machine learning algorithms in book PRML
R-CNN: Regions with Convolutional Neural Network Features
Spectrum sensing in cognitive radios leveraging machine learning models
The Geometry and Image-Based Bioengineering add-On for MATLAB
Load environment variables from a .env file.
GNU Octave Redis client (for Matlab too)
An extension for MATLAB® or GNU/octave to access sqlite3 databases
Matlab code for the figures and the examples used in G. Bacci, L. Sanguinetti, and M. Luise, "Understanding game theory via wireless power control,' submitted to IEEE Signal Process. Mag., Oct. 2014.
Matlab implementation of some evolutionary dynamics from game theory, such as: replicator dynamics, smith dynamics, logit dynamics, and Brown-von Neumann-Nash.
NaveGo: an open-source MATLAB/GNU Octave toolbox for processing integrated navigation systems and performing inertial sensors analysis.
Robotics Toolbox for MATLAB
This is a resouce list for low light image enhancement
Handwritten Character Recognition System using Neural Networks is developed using MATLAB Neural Network and Image Processing tool box. This system has been developed using existing algorithms like Preprocessing and Feature Extraction techniques.
Image Processing library for Matlab
MatLab tools for multi-scale image processing, including Laplacian pyramids, Wavelets, and Steerable Pyramids
Collection and a development kit of matlab mex functions for OpenCV library
Matlab code for our IEEE Trans. on Image Processing paper "NLH: A Blind Pixel-level Non-local Method for Real-world Image Denoising"
Contrast Enhancement Techniques for low-light images
Piotr's Image & Video Matlab Toolbox
An image descriptor, suitable for keyword spotting, that is computed as a function of Convolutional Neural Network intermediate layer responses. Implemented in MATLAB.
NodeJS Package for MATLAB
JSONLab: compact, portable, robust JSON/binary-JSON encoder/decoder for MATLAB/Octave
A thin MATLAB wrapper for the Git source control system
NOTE - Not working in Mojave and later versions! A Mac OS X quicklook generator for MATLAB .mat workspace files.
A MATLAB toolbox for exporting publication quality figures
A repository comprising multiple functions for making elegant publication-quality figures in MATLAB
Cross-platform figure export from Matlab to SVG, PDF, PNG, etc. preserving transparency
This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX.
Structured Edge Detection Toolbox
Matlab toolbox for Geometry Processing.
Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library.
NaveGo: an open-source MATLAB/GNU Octave toolbox for processing integrated navigation systems and performing inertial sensors analysis.
sssMOR - Sparse State-Space and Model Order Reduction Toolbox
Hands-on Tutorial for Global Optimization in Matlab
Manopt, a Matlab toolbox for optimization on manifolds
MATLAB implementations of a variety of nonlinear programming algorithms.
非线性优化主要算法的Matlab程序,有精确线搜索的0.618法和抛物线法, 非精确线搜索的Armijo准则, 最速下降法, 牛顿法, 共轭梯度法, BFGS 算法, DFP 算法, Broyden 族方法, 信赖域方法, 求解非线性最小二乘问题的L-M算法, 解约束优化问题的乘子法, 求解二次规划的有效集法, SQP 子问题的光滑牛顿法以及求解约束优化问题的SQP方法等. 程序基本通用.
A trajectory optimization library for Matlab
Evolutionary multi-objective optimization platform
Robotics Toolbox for MATLAB
A statistics and context decoding toolbox for neuroimaging.
Matlab Circular Statistics Toolbox
Flexible Statistics and Data Analysis (FSDA) extends MATLAB for a robust analysis of data sets affected by different sources of heterogeneity. It is open source software licensed under the European Union Public Licence (EUPL). FSDA is a joint project by the University of Parma and the Joint Research Centre of the European Commission.
Matlab library for directional statistics and directional estimation
Matlab code implementing different methods used in statistical signal processing; mainly Extended Kalman Filters, LMS/RLS, Wiener, robust regression, MMSE estimators, ML estimators, Hi-Frequency estimators (Pisarenko, MUSIC, ESPRIT)