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awesome-MATLAB

by mikecroucher

awesome listpushed over 2 years ago

A curated list of awesome MATLAB toolboxes, applications, software and resources.

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Toolbox collection

A curated list of toolboxes and resources for using MATLAB effectively

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What's in the list

138 links in 27 sections, with live GitHub stats.activeno commit in 2y

3rd Party Commercial Toolboxes

  • Multiprecision Toolbox for MATLAB

    This toolbox equips MATLAB with a new multiple precision floating-point numeric type and an extensive set of mathematical functions that are capable of computations with arbitrary precision

  • MOSEK Optimization Tools

    The provide access to the powerful MOSEK optimization solvers from inside the MATLAB environment either by a classical or by the modern object-oriented API

  • FEATool Multiphysics

    Finite Element FEM Simulation toolbox for Matlab and Octave featuring an easy to use GUI, integrated CAD, geometry, grid generation, solvers, and postprocessing functionality

Artificial Intelligence and Machine Learning

Computational Mechanics

  • GIBBON

    An open-source ( ) MATLAB toolbox for computational (bio)mechanics, computational geometry, image segmentation, meshing, lattice structure creation, and finite element analysis (by linking with the open source package and the commercial package ABAQUS)

Cool

Database Management

Games

  • 2048

    2048 is a game originally created by Gabriele Cirulli. This is a MATLAB implementation of the game

  • Flappy bird

    As one of the most popular games on app stores before being taken down, Flappy Bird does not need any further introduction. Now, it has come back alive, on MATLAB

Geospatial

  • TopoToolbox

    TopoToolbox is a MATLAB program for the analysis of digital elevation models (DEMs). It's free and open source

  • m_map

    A mapping package for Matlab

Hardware

High Performance Computing in MATLAB

  • MATLAB on the NVIDIA GPU Cloud

    Running MATLAB on the NVIDIA GPU Cloud

  • Parallel Computing Toolbox

    Mathworks Toolbox. Provides support for various parallel programming paradigms to scale MATLAB to 1000s of CPU cores and GPUs. Also helps make maximum use of your laptop if that's the only hardware you have

Image Processing and Computer Vision

  • Computer Vision System Toolbox

    The official computer vision toolbox from MathWorks

  • Image Processing Toolbox

    The official Image Processing Toolbox from MathWorks

  • MatConvNet

    MatConvNet is a free MATLAB toolbox implementing Convolutional Neural Networks (CNNs) for computer vision applications. It is simple, efficient, and can run and learn state-of-the-art CNNs. It provides pre-trained CNNs for image classification, segmentation, face recognition, and text detection

  • Piotr's Image and Video Toolbox

    This free toolbox facilitates the manipulation of images and video in MATLAB. Its purpose is to complement, not replace, MATLAB's Image Processing Toolbox

  • VLFeat

    The VLFeat free and open source library implements popular computer vision algorithms specializing in image understanding and local features extraction and matching. It is written in C for efficiency and compatibility, with interfaces in MATLAB for ease of use, and detailed documentation throughout

  • MexOpenCV

    MATLAB MEX interface for , i.e. one of the leading libraries for computer vision

  • Zoning Aggregated Hypercolumns for Keyword Spotting

    An image descriptor, suitable for keyword spotting, that is computed as a function of Convolutional Neural Network intermediate layer responses

Model Reduction

  • drtoolbox

    Matlab Toolbox for Dimensionality Reduction

  • DMD Book

    Dynamic Mode Decomposition Book Companion Code

  • emgr

    EMpirical GRamian framework for model reduction of input-output systems

  • hapod

    Hierarchical Approximate Proper Orthogonal Decomposition

  • MOR Toolbox

    Model Reduction Toolbox for MATLAB (formerly: - a MOdel REduction Toolbox)

  • KerMor

    Model order reduction for nonlinear dynamical systems and nonlinear approximation

  • morgen

    Model Order Reduction for Gas and Energy Networks

  • MORLAB

    Model Order Reduction Laboratory

  • MORPACK

    Model Order Reduction PACKage

  • MESS

    The Matrix Equations Sparse Solvers library, is the successor to the Lyapack Toolbox

  • MRedTool

    A MATLAB toolbox for model reduction of multi-dimensional systems

  • Nonlinear Model Reduction Routines for MATLAB

    Empirical balanced truncation toolbox

  • psssMOR

    A parametric sparse state-space and Model Order Reduction toolbox

  • RBmatlab

    A MATLAB library for model order reduction with Reduced Basis Methods

  • redBKIT

    A MATLAB library for reduced-order modeling of parametrized PDEs

  • SiMpLIfy

    Structured ModeL reduction

  • SLICOT

    SLICOT Model and Controller Reduction Toolbox

  • SMORES

    A Matlab tool for Simulation and Model Order Reduction of Electrical Systems

  • SOMDDPA

    Second-Order Modally-Damped Dominant Pole Algorithm

  • sssMOR

    sparse state space and Model Order Reduction toolbox

  • SUMO

    SUrrogate MOdelling lab

Interfacing with other languages

  • C/C++ mex routines

    C/C++ MEX files allow to call C/C++ functions from within MATLAB

  • Fortran mex routines

    Fortran MEX routines allow you to call Fortran code from within MATLAB

  • MATLAB Engine for Python

    The MATLAB Engine for Python provides a Python package named that enables you to call MATLAB functions from within Python

  • matlab kernel

    To run MATLAB code inside IPython / Jupyter notebooks

  • MATLink

    To run MATLAB code inside Mathematica / Wolfram Language notebooks

  • node-matlab

    To run MATLAB code inside NodeJS

  • Python

    How to call Python functions from within MATLAB

Interfacing with other programs

  • MATLAB QuickLook

    QuickLook preview generator for MAT files. This shows the contents of your MAT files in Finder. The binary is only compatible with 64 bit OS X

  • MATLAB-git

    A thin wrapper to call from within a MATLAB console

  • JSONlab

    Toolbox to encode/decode data files from within MATLAB and Octave

Learning MATLAB

Making Figures

  • antijet

    An alternative to the problematic "jet"-colormap

  • export_fig

    produces better vector/bitmap graphics than standalone MATLAB®

  • gramm

    GRAMmar of graphics for Matlab

  • hq-matlab-figs

    Creating high-quality graphics in MATLAB for papers and presentations

  • matlab2tikz

    exports MATLAB® figures to TikZ code for seamless inclusion in LaTeX documents

  • matplotlib colormaps

    Perceptually uniform colormaps

  • plot2svg

    exports MATLAB® figures to Scalable Vector Graphics format. This is particularly useful in older MATLAB® versions that don't support

  • Plotly MATLAB Library

    exports MATLAB® figures to the online plotting service

  • saveFigure

    exports MATLAB® figures to PDF, SVG, EPS and PNG with improved support for transparancy

  • wgPlot

    A better version of gplot

  • xkcdify

    xkcd-style plots

Using MATLAB in other environments

MATLAB-like environments

  • GNU Octave

    GNU Octave is a high-level interpreted language, primarily intended for numerical computations. It can run many MATLAB programs unmodified

  • Scilab

    Scilab is free and open source software for numerical computation providing a powerful computing environment for engineering and scientific applications

  • MathScript

    MathScript is an interpreter for MATLAB® code for the programming language

Miscellaneous Free Toolboxes

  • Chebfun

    Chebfun is an open-source package for computing with functions to about 15-digit accuracy

  • IFISS

    IFISS is a graphical package for the interactive numerical study of incompressible flow problems which can be run under MATLAB or Octave

  • Wavelab

    WaveLab is a collection of MATLAB functions related to wavelet analysis

  • MPITB

    MPI Toolbox for Matlab ( )

  • Lightspeed

    Microsoft Lightspeed Utilities Toolbox

  • bct

    Brain Connectivity Toolbox

  • OpenCL Toolbox

    OpenCL support for MATLAB

  • UQLab

    The Framework for Uncertainty Quantification

  • Octave Forge

    Extra packages for GNU Octave

  • Matrix Computation Toolbox

    For constructing test matrices, computing matrix factorizations, visualizing matrices, and carrying out direct search optimization

  • GRANSO

    GRadient-based Algorithm for Non-Smooth Optimization

  • ROSTAPACK

    RObust STAbility PACKage

Optimization

  • Manopt

    Free toolboxes for optimization on manifolds and matrices

Statistics

  • FSDA Toolbox

    FSDA (Flexible Statistics and Data Analysis) extends MATLAB and the Statistics Toolbox for the robust analysis of data sets affected by different sources of heterogeneity

Resources / Websites

Resources / Blogs

Resources / Books

Resources / Reference Cards

Resources / Social Media

Resources / MOOCs

Resources / Tips and Tricks

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