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X-Brain 第四十八课:满满一口袋MATLAB干货

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来源: 2016-08-25 17:00


MATLAB Toolboxes


top Audio - Astronomy - BioMedicalInformatics - Chemometrics - Chaos - Chemistry - Coding - Control - Communications - Engineering - Excel - FEM - Finance - GAs - Graphics - Images - ICA - Kernel - Markov - Medical - MIDI - Misc. - MPI - NNets - Oceanography - Optimization - Plot - Signal Processing - Optimization - Statistics - SVM - etc ……


New


ZSM (zero sum multinomial)


http://mcgillb.user.msu.edu/zsmcode.html


Binaural-modeling software for MATLAB/Windows


http://www.lifesci.sussex.ac.uk/home/Michael_Akeroyd/download2.html


Statistical Parametric Mapping (SPM)


http://www.fil.ion.ucl.ac.uk/spm/ext/


BOOTSTRAP MATLAB TOOLBOX


http://www.csp.curtin.edu.au/downloads/bootstrap_toolbox.html


The DSS package for MATLAB


DSS Matlab package contains algorithms for performing linear, deflation and symmetric DSS.


http://www.cis.hut.fi/projects/dss/package/


Psychtoolbox


http://www.psychtoolbox.org/download.html


Multisurface Method Tree with MATLAB


http://www.cs.wisc.edu/~olvi/uwmp/msmt.html


A Matlab Toolbox for every single topic !


http://stommel.tamu.edu/~baum/toolboxes.html


eg. BrainStorm - MEG and EEG data visualization and processing


CLAWPACK is a software package designed to compute numerical solutions to hyperbolic partial differential equations using a wave propagation approach


http://www.amath.washington.edu/~claw/


DIPimage - Image Processing Toolbox


PRTools - Pattern Recognition Toolbox (+ Neural Networks)


NetLab - Neural Network Toolbox


FSTB - Fuzzy Systems Toolbox


Fusetool - Image Fusion Toolbox


http://www.metapix.de/toolbox.htm


WAVEKIT - Wavelet Toolbox


Gat - Genetic Algorithm Toolbox


TSTOOL is a MATLAB software package for nonlinear time series analysis.


TSTOOL can be used for computing: Time-delay reconstruction, Lyapunov exponents, Fractal dimensions, Mutual information, Surrogate data tests, Nearest neighbor statistics, Return times, Poincare sections, Nonlinear prediction


http://www.physik3.gwdg.de/tstool/


MATLAB / Data description toolbox


A Matlab toolbox for data description, outlier and novelty detection


March 26, 2004 - D.M.J. Tax


http://www-ict.ewi.tudelft.nl/~davidt/dd_tools/dd_manual.html


MBE


http://www.pmarneffei.hku.hk/mbetoolbox/


Betabolic network toolbox for Matlab


http://www.molgen.mpg.de/~lieberme/pages/network_matlab.html


Pharmacokinetics toolbox for Matlab


http://page.inf.fu-berlin.de/~lieber/seiten/pbpk_toolbox.html


The Spider


The spider is intended to be a complete object orientated environment for machine learning in Matlab. Aside from easy use of base learning algorithms, algorithms can be plugged together and can be compared with, e.g model selection, statistical tests and visual plots. This gives all the power of objects (reusability, plug together, share code) but also all the power of Matlab for machine learning research.


http://www.kyb.tuebingen.mpg.de/bs/people/spider/index.html


Schwarz-Christoffel Toolbox


http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=1316&objectType=file#


XML Toolbox


http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=4278&objectType=file


FIR/TDNN Toolbox for MATLAB


Beta version of a toolbox for FIR (Finite Impulse Response) and TD (Time Delay) Neural Networks.


http://www.cs.utep.edu/interval-comp/dagstuhl.03/oish.pdf


Misc.


http://www.dcsc.tudelft.nl/Research/Software/index.html


Astronomy


Saturn and Titan trajectories …… MALTAB astronomy


http://sprg.ssl.berkeley.edu/~abrecht/Matlab-codes/


Audio


MA Toolbox for Matlab Implementing Similarity Measures for Audio


http://www.oefai.at/~elias/ma/index.html


MAD - Matlab Auditory Demonstrations


http://www.dcs.shef.ac.uk/~martin/MAD/docs/mad.htm


Music Analysis - Toolbox for Matlab : Feature Extraction from Raw Audio Signals for Content-Based Music Retrieval


http://www.ai.univie.ac.at/~elias/ma/


WarpTB - Matlab Toolbox for Warped DSP


By Aki H?rm? and Matti Karjalainen


http://www.acoustics.hut.fi/software/warp/


MATLAB-related Software


http://www.dpmi.tu-graz.ac.at/~schloegl/matlab/


Biomedical Signal data formats (EEG machine specific file formats with Matlab import routines)


http://www.dpmi.tu-graz.ac.at/~schloegl/matlab/eeg/


MPEG Encoding library for MATLAB Movies (Created by David Foti)


It enables MATLAB users to read (MPGREAD) or write (MPGWRITE) MPEG movies. That should help Video Quality project.


Filter Design package


http://www.ee.ryerson.ca:8080/~mzeytin/dfp/index.html


Octave by Christophe COUVREUR (Generates normalized A-weigthing, C-weighting, octave and one-third-octave digital filters)


http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectType=file&objectId=69


Source Coding MATLAB Toolbox


http://www.ece.umn.edu/users/kieffer/programs.html


Bio Medical Informatics (Top)


CGH-Plotter: MATLAB Toolbox for CGH-data Analysis


Code: http://sigwww.cs.tut.fi/TICSP/CGH-Plotter/


Poster: http://sigwww.cs.tut.fi/TICSP/CSB2003/Posteri_CGH_Plotter.pdf


The Brain Imaging Software Toolbox


http://www.bic.mni.mcgill.ca/software/


MRI Brain Segmentation


http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=4879


Chemometrics (providing PCA) (Top)


Matlab Molecular Biology & Evolution Toolbox


(Toolbox Enables Evolutionary Biologists to Analyze and View DNA and Protein Sequences)


James J. Cai


http://www.pmarneffei.hku.hk/mbetoolbox/


Toolbox provided by Prof. Massart research group


http://minf.vub.ac.be/~fabi/publiek/


Useful collection of routines from Prof age smilde research group


http://www-its.chem.uva.nl/research/pac


Multivariate Toolbox written by Rune Mathisen


http://www.bitjungle.com/~mvartools/index.html


Matlab code and datasets


http://www.acc.umu.se/~tnkjtg/chemometrics/dataset.html


Chaos (Top)


Chaotic Systems Toolbox


http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=1597&objectType=file#


HOSA Toolbox


http://www.mathworks.nl/matlabcentral/fileexchange/loadFile.do?objectId=3013&objectType=file


Chemistry (Top)


MetMAP - (Metabolical Modeling, Analysis and oPtimization alias Met. M. A. P.)


http://webpages.ull.es/users/sympbst/pag_ing/pag_metmap/index.htm


DoseLab - A set of software programs for quantitative comparison of measured and computed radiation dose distributions


http://doselab.sourceforge.net


GenBank Overview


http://www.ncbi.nlm.nih.gov/Genbank/GenbankOverview.html


Matlab: http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=1139


Coding


Code for the estimation of Scaling Exponents


http://www.cubinlab.ee.mu.oz.au/~darryl/secondorder_code.html


Control (Top)


Control Tutorial for Matlab


http://www.engin.umich.edu/group/ctm/


Another


Communications (Top)


Channel Learning Architecture toolbox


(This Matlab toolbox is a supplement to the article "HiperLearn: A High Performance Learning Architecture")


http://www.isy.liu.se/cvl/Projects/hiperlearn/


Source Coding MATLAB Toolbox


http://www.ece.umn.edu/users/kieffer/programs.html


TCP/UDP/IP Toolbox 2.0.4


http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=345&objectType=file


Home Networking Basis: Transmission Environments and Wired/Wireless Protocols


Walter Y. Chen


http://www.mathworks.com/support/books/book5295.jsp?category=new&language=-1


MATLAB M-files and Simulink models


http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=3834&objectType=file


Engineering (Top)


OPNML/MATLAB Facilities


http://www.opnml.unc.edu/OPNML_Matlab/


Mesh Generation


http://www.cs.cornell.edu/home/vavasis/qmg-home.html


OpenFEM : An Open-Source Finite Element Toolbox


http://www.openfem.net/


CALFEM is an interactive computer program for teaching the finite element method (FEM)


http://www.byggmek.lth.se/Calfem/frinfo.htm


The Engineering Vibration Toolbox


http://www.cs.wright.edu/people/faculty/jslater/vtoolbox/vtoolbox.html


SaGA - Spatial and Geometric Analysis Toolbox


by Kirill K. Pankratov


http://puddle.mit.edu/~glenn/kirill/saga.html


MexCDF and NetCDF Toolbox For Matlab-5&6


http://woodshole.er.usgs.gov/staffpages/cdenham/public_html/MexCDF/nc4ml5.html


CUEDSID: Cambridge University System Identification Toolbox


http://www-control.eng.cam.ac.uk/jmm/cuedsid/


Kriging Toolbox


http://www.ai-geostats.org/software/Geostats_software/MATLAB_KRIGING_TOOLBOX.htm


Monte Carlo (Dr Nando)


http://www.cs.ubc.ca/~nando/software.html


RIOTS - The Most Powerful Optimal Control Problem Solver


http://blank.hypersurf.com/~adam/RIOTS/


Excel


MATLAB xlsheets


http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=4474&objectType=file


write2excel


http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=4414&objectType=file


Finite Element Modeling (FEM) (Top)


OpenFEM - An Open-Source Finite Element Toolbox


http://www.openfem.net/


NLFET - nonlinear finite element toolbox for MATLAB ( framework for setting up, solving, and interpreting results for nonlinear static and dynamic finite element analysis.)


http://nlfet.sourceforge.net/


GetFEM - C++ library for finite element methods elementary computations with a Matlab interface


http://www.gmm.insa-tlse.fr/getfem/


FELIPE - FEA package to view results ( contains neat interface to MATLABlack Eye


http://www.brunel.ac.uk/~blstmbr/felipe/


Finance (Top)


A NEW MATLAB-BASED TOOLBOX FOR COMPUTER AIDED DYNAMIC TECHNICAL TRADING


Stephanos Papadamou and George Stephanides


Department of Applied Informatics, University Of Macedonia Economic & Social Sciences, Thessaloniki, Greece


http://www.fenews.com/fen31/one_time_articles/dynamic_tech_trade_matlab6.htm


Paper: http://econwpa.wustl.edu:8089/eps/prog/papers/0201/0201001.pdf


CompEcon Toolbox for Matlab


http://www4.ncsu.edu/~pfackler/compecon/toolbox.html


Genetic Algorithms (Top)


The Genetic Algorithm Optimization Toolbox (GAOT) for Matlab 5


http://www.ie.ncsu.edu/mirage/GAToolBox/gaot/


Genetic Algorithm Toolbox


Written & distributed by Andy Chipperfield (Sheffield University, UK)


http://www.shef.ac.uk/uni/projects/gaipp/gatbx.html


Manual: http://www.shef.ac.uk/~gaipp/ga-toolbox/manual.pdf


Genetic and Evolutionary Algorithm Toolbox (GEATbx)


http://www.geatbx.com


Evolutionary Algorithms for MATLAB


http://www.geatbx.com/links/ea_matlab.html


Genetic/Evolutionary Algorithms for MATLAB


http://www.systemtechnik.tu-ilmenau.de/~pohlheim/EA_Matlab/ea_matlab.html


Graphics


VideoToolbox (C routines for visual psychophysics on Macs by Denis Pelli)


http://vision.nyu.edu/VideoToolbox/


Paper: http://psych.nyu.edu/pelli/pubs/pelli1997videotoolbox.pdf


4D toolbox


http://www.nmr.mgh.harvard.edu/~daniel/links/matlab/4DToolbox.html


Images (Top)


Eyelink Toolbox


http://psychtoolbox.org/eyelinktoolbox/


Paper: http://psychtoolbox.org/eyelinktoolbox/EyelinkToolbox.pdf


CellStats: Automated statistical analysis of color-stained cell images in Matlab


http://sigwww.cs.tut.fi/TICSP/CellStats/


SDC Morphology Toolbox for MATLAB (powerful collection of latest state-of-the-art gray-scale morphological tools that can be applied to image segmentation, non-linear filtering, pattern recognition and image analysis)


http://www.mmorph.com/


Image Acquisition Toolbox


http://www.mathworks.com/products/imaq/


Halftoning Toolbox for MATLAB


http://www.ece.utexas.edu/~bevans/projects/halftoning/toolbox/index.html DIPimage - A Scientific Image Processing Toolbox for MATLAB


http://www.ph.tn.tudelft.nl/DIPlib/dipimage_1.html


PNM Toolbox


http://home.online.no/~pjacklam/matlab/software/pnm/index.html


Another


ICA / KICA and KPCA (Top)


ICABig SmileTU Toolbox


http://mole.imm.dtu.dk/toolbox/menu.html


MISEP Linear and Nonlinear ICA Toolbox


http://neural.inesc-id.pt/~lba/ica/mitoolbox.html


Kernel Independant Component Analysis


http://www.cs.berkeley.edu/~fbach/kernel-ica/index.htm


Matlab: kernel-ica version 1.2


KPCA- Please check the software section of kernel machines.


Kernel


Statistical Pattern Recognition Toolbox


http://cmp.felk.cvut.cz/~xfrancv/stprtool/


MATLABArsenal A MATLAB Wrapper for Classification


http://finalfantasyxi.inf.cs.cmu.edu/tmp/MATLABArsenal.htm



感谢李娜xiuxiu。


关键词: MATLAB干货

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