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November 16 这个不起眼的小山丘,位在与美国加州著名的酒乡那帕(Napa)仅一山之隔的索诺马(Sonoma)。像周围大部份的土地一样,这个小山丘如今也 是爬满了葡萄藤,但在上世纪 90 年代初期这地方曾经因为受到一种吃葡萄藤的害虫(Phylloxera bug)感染,因此不得不把所有的葡萄藤拔掉,让土地休耕了数年。 这个小山丘位在 12/121 公路旁(同一条公路两个名字),是摄影师 Charles O'Rear 每天回家必经之路。在一个一月的早晨,地面上的青草刚经过了一个月雨水的的浇灌而显得娇翠欲滴,刚放晴的天空还有几片不规则的积云。这个景像和摄影师的本 能,让 Charles 不顾公路上繁忙的交通,直接停在路边掏出他的中幅相机,拍下一张数千万乃至数亿人都见过的照片。猜出是哪一张了吗 ;) Google Street View 蓝天白云自 Windows 95 以来就是 Windows 的主轴,绿色的草地和 Windows 的预设主题则分外搭配,同时占去了半个画面的「地面」让人有一种想要穿过屏幕,在草地上打滚的感觉。
可惜这个影像只有在 Windows 里才看得到了。当微软从 Charles 手中买下照片时,小山丘上已经种回了葡萄,许多按图索骥,寻找这梦幻美景的人,也只能找到上图那种满了葡萄的小山丘。 October 30 A use case(UC) describes "who" can do "what" with the system in question. Ivar Jacobson put forward the idea of usage cases and usage scenarios. There are three key things for UC - The actor
- The system
- The functional goal, that the actor achieves using the system, the reason for using the system. (The goal must be value to the actor.)
Capturing UC scenarios with essential UC descriptions A classic mistake made at this early stage of design is to go into technical detail and commit to a specific user interface design or implementation technology. An essential use case clearly shows the order of events and the responsibilities of the actors and system in a single use case scenario, without committing to technical design decisions. Use cases descriptions <> system requirements documents
There are all sorts of reasons why we might need to change software and some of them are inescapable. But there are two reasons that are largely avoidable, - Building something the user was expecting to get, but building it wrong.
- Building something the user wasn't expecting to get.
When I make a cup of tea, I boil the kettle. I also boil the kettle when I make a cup of cocoa. When two or more use cases include the flow of another use case, they are said to include that use cases flow. Many people get tripped up by <<include>> and <<extend>> relationships between use cases. - Make sure you've got the right kind of relationship:<<include>> means always included, but <<extend>> means conditionally included.
- Make sure you've got the arrows going the right way. <<include>> should point towards the use case being included. <<extend>> should point towards the use case(s) being extended (and not the extending use case).
There are a few simple steps to follow, and you can use your noodle to figure out the rest of the details:
- Identify your actors: who will be using the system?
- Identify their goals: what will they be using the system to do?
- Identify key scenarios: in trying to achieve a specific goal, what distinct outcomes or workflows might we need to consider?
- Describe in business terms the interactions between the actors and the system for a specific scenario
- Create a UI prototype that clearly communicates the scenario to technical and non-technical stakeholders
- Do a hgh-level OO design for the scenario
- Implement the design in code
- Get feedback from your user, ideally through structured acceptance testing
- Move on to the next scenario or use case (rinse and repeat)
Do not, under any circumstances, attempt to design the entire system before writing any code. Break the design down into use cases and scenarios, and work one scenario at a time. System Testing - Just as a storyboard adds implementation details to an essential use case scenario, so too can system testscripts add test data to the same scenarios. That's all a system test script is, in essence; a use case scenario with specific test data. October 20 顺应时代(生存说),就是在变化很快的时代中,辨认出变化慢的因素。能力越是强的,找出的因素则越是守恒。 这个说法和我以前的想法,“在世界上唯一的永恒就是变化”,有了进一步的延伸。 September 03 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 Härmä 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 MATLA 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)
ICA TU 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
Markov (Top)
MapHMMBOX 1.1 - Matlab toolbox for Hidden Markov Modelling using Max. Aposteriori EM Prerequisites: Matlab 5.0, Netlab. Last Updated: 18 March 2002. http://www.robots.ox.ac.uk/~parg/software/maphmmbox_1_1.tar
HMMBOX 4.1 - Matlab toolbox for Hidden Markov Modelling using Variational Bayes Prerequisites: Matlab 5.0,Netlab. Last Updated: 15 February 2002.. http://www.robots.ox.ac.uk/~parg/software/hmmbox_3_2.tar http://www.robots.ox.ac.uk/~parg/software/hmmbox_4_1.tar
Markov Decision Process (MDP) Toolbox for Matlab Kevin Murphy, 1999 http://www.ai.mit.edu/~murphyk/Software/MDP/MDP.zip
Markov Decision Process (MDP) Toolbox v1.0 for MATLAB http://www.inra.fr/bia/T/MDPtoolbox/
Hidden Markov Model (HMM) Toolbox for Matlab http://www.ai.mit.edu/~murphyk/Software/HMM/hmm.html
Bayes Net Toolbox for Matlab http://www.ai.mit.edu/~murphyk/Software/BNT/bnt.html
Medical (Top)
EEGLAB Open Source Matlab Toolbox for Physiological Research (formerly ICA/EEG Matlab toolbox) http://www.sccn.ucsd.edu/~scott/ica.html
MATLAB Biomedical Signal Processing Toolbox http://bsp.pdx.edu/Toolbox/
Powerful package for neurophysiological data analysis ( Igor Kagan webpage) http://igoresha.virtualave.net/Matlab/Unitret.html
EEG / MRI Matlab Toolbox http://eeg.sourceforge.net/
Microarray data analysis toolbox (MDAT): for normalization, adjustment and analysis of gene expression data. Knowlton N, Dozmorov IM, Centola M. Department of Arthritis and Immunology, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA 73104. We introduce a novel Matlab toolbox for microarray data analysis. This toolbox uses normalization based upon a normally distributed background and differential gene expression based on 5 statistical measures. The objects in this toolbox are open source and can be implemented to suit your application. AVAILABILITY: MDAT v1.0 is a Matlab toolbox and requires Matlab to run. MDAT is freely available at: http://microarray.omrf.org/publications/2004/knowlton/MDAT.zip
MIDI (Top)
MIDI Toolbox version 1.0 (GNU General Public License) http://www.jyu.fi/musica/miditoolbox/
Misc. (Top)
MATLAB-The Graphing Tool http://sprg.ssl.berkeley.edu/~abrecht/matlab.html
3-D Circuits The Circuit Animation Toolbox for MATLAB http://engineering.dartmouth.edu/other/3Dcircuits/
SendMail http://carol.wins.uva.nl/~portegie/matlab/sendmail/
Coolplot http://www.reimeika.ca/marco/matlab/coolplots.html
MPI (Matlab Parallel Interface)
Cornell Multitask Toolbox for MATLAB http://www.tc.cornell.edu/Services/Software/CMTM/
Beolab Toolbox for v6.5 Thomas Abrahamsson (Professor, Chalmers University of Technology, Applied Mechanics, Göteborg, Sweden) http://www.mathworks.nl/matlabcentral/fileexchange/loadFile.do?objectId=1216&objectType=file
PARMATLAB
Neural Networks (Top)
SOM Toolbox http://www.cis.hut.fi/projects/somtoolbox/
Bayes Net Toolbox for Matlab http://www.ai.mit.edu/~murphyk/Software/BNT/bnt.html
NetLab http://www.ncrg.aston.ac.uk/netlab/
Random Neural Networks http://www.cs.ucf.edu/~ahossam/rnnsimv2/ ftp: ftp://ftp.mathworks.com/pub/contrib/v5/nnet/rnnsimv2/
NNSYSID Toolbox (tools for neural network based identification of nonlinear dynamic systems) http://www.iau.dtu.dk/research/control/nnsysid.html
Oceanography (Top)
WAFO. Wave Analysis for Fatigue and Oceanography http://www.maths.lth.se/matstat/wafo/
ADCP toolbox for MATLAB (USGS, USA) Presented at the Hydroacoustics Workshop in Tampa and at ADCP's in Action in San Diego http://woodshole.er.usgs.gov/operations/stg/pubs/ADCPtools
SEA-MAT - Matlab Tools for Oceanographic Analysis A collaborative effort to organize and distribute Matlab tools for the Oceanographic Community http://sea-mat.whoi.edu/
Ocean Toolbox http://www.mar.dfo-mpo.gc.ca/science/ocean/epsonde/programming.html
EUGENE D. GALLAGHER (Associate Professor, Environmental, Coastal & Ocean Sciences) http://www.es.umb.edu/edgwebp.htm
Optimization (Top)
MODCONS - a MATLAB Toolbox for Multi-Objective Control System Design http://www.eee.kcl.ac.uk/mecheng/jfw/modcons.html
Lazy Learning Package http://iridia.ulb.ac.be/~lazy/
SDPT3 version 3.02 -- a MATLAB software for semidefinite-quadratic-linear programming http://www.math.nus.edu.sg/~mattohkc/sdpt3.html
Minimum Enclosing Balls: Matlab Code http://www.compgeom.com/meb/
SOSTOOLS Sum of Squares Optimization Toolbox for MATLAB User’s guide http://www.cds.caltech.edu/sostools/sostools.pdf
PSOt - a Particle Swarm Optimization Toolbox for use with Matlab By Brian Birge ... A Particle Swarm Optimization Toolbox (PSOt) for use with the Matlab scientific programming environment has been developed. PSO is introduced briefly and then the use of the toolbox is explained with some examples. A link to downloadable code is provided.
Plot
http://globec.whoi.edu/software/plotting/gbplot/
Signal Processing (Top)
Filter Design with Motorola DSP56K http://www.ee.ryerson.ca:8080/~mzeytin/dfp/index.html
Change Detection and Adaptive Filtering Toolbox http://www.sigmoid.se/
Signal Processing Toolbox http://www.mathworks.com/products/signal/
ICA TU Toolbox http://mole.imm.dtu.dk/toolbox/menu.html
Time-Frequency Toolbox for Matlab http://crttsn.univ-nantes.fr/~auger/tftb.html
VoiceBox - Speech Processing Toolbox http://www.ee.ic.ac.uk/hp/staff/dmb/voicebox/voicebox.html
Least Squared - Support Vector Machines (LS-SVM) http://www.esat.kuleuven.ac.be/sista/lssvmlab/
WaveLab802 : the Wavelet Toolbox By David Donoho, Mark Reynold Duncan, Xiaoming Huo, Ofer Levi http://www-stat.stanford.edu/~wavelab/
Time-series Matlab scripts http://wise-obs.tau.ac.il/~eran/MATLAB/TimeseriesCon.html
Uvi_Wave Wavelet Toolbox Home Page http://www.gts.tsc.uvigo.es/~wavelets/index.html
Another
Support Vector Machine (Top)
MATLAB Support Vector Machine Toolbox Dr Gavin Cawley School of Information Systems, University of East Anglia http://theoval.sys.uea.ac.uk/~gcc/svm/toolbox/
LS-SVM - SISTA
SVM toolboxes http://www.cs.wisc.edu/dmi/svm/
LSVM Lagrangian Support Vector Machine http://www.cs.wisc.edu/dmi/lsvm/
Statistics (Top)
Logistic regression http://www.spatial-econometrics.com/
SAGA http://globec.whoi.edu/software/saga/
Multi-Parametric Toolbox (MPT) A tool (not only) for multi-parametric optimization. http://control.ee.ethz.ch/~mpt/
ARfit: A Matlab package for the estimation of parameters and eigenmodes of multivariate autoregressive models http://www.mat.univie.ac.at/~neum/software/arfit/
The Dimensional Analysis Toolbox for MATLAB Home: http://www.sbrs.de/ Paper: http://www.isd.uni-stuttgart.de/~brueckner/Papers/similarity2002.pdf
FATHOM for Matlab http://www.rsmas.miami.edu/personal/djones/
PLS-toolbox http://www.eigenvector.com
Multivariate analysis toolbox (N-way Toolbox - paper) http://www.models.kvl.dk/source/nwaytoolbox/index.asp
Classification Toolbox for Matlab http://tiger.technion.ac.il/~eladyt/classification/index.htm
Matlab toolbox for Robust Calibration http://www.wis.kuleuven.ac.be/stat/robust/toolbox.html
Statistical Parametric Mapping http://www.fil.ion.ucl.ac.uk/spm/spm2.html
EVIM: A Software Package for Extreme Value Analysis in Matlab by Ramazan Gençay, Faruk Selcuk and Abdurrahman Ulugulyagci, 2001. Manual (pdf file) evim.pdf - Software (zip file) evim.zip
Time Series Analysis http://www.dpmi.tu-graz.ac.at/~schloegl/matlab/tsa/
Bayes Net Toolbox for Matlab Written by Kevin Murphy http://www.ai.mit.edu/~murphyk/Software/BNT/bnt.html Other: http://www.isp.pitt.edu/information/toolboxes.html
ARfit: A Matlab package for the estimation of parameters and eigenmodes of multivariate autoregressive models http://www.gps.caltech.edu/~tapio/arfit/
M-Fit http://www.ill.fr/tas/matlab/doc/mfit4/mfit.html
Dimensional Analysis Toolbox for Matlab http://www.sbrs.net/
The NaN-toolbox: A statistic-toolbox for Octave and Matlab® ... handles data with and without MISSING VALUES. http://www-dpmi.tu-graz.ac.at/~schloegl/matlab/NaN/
Iterative Methods for Optimization: Matlab Codes http://www4.ncsu.edu/~ctk/matlab_darts.html
Multiscale Shape Analysis (MSA) Matlab Toolbox 2000 http://www.vision.ime.usp.br/~cesar/projects/multiscale/
Multivariate Ecological & Oceanographic Data Analysis (FATHOM) From David Jones http://www.rsmas.miami.edu/personal/djones/
glmlab (Generalized Linear Models in MATLA http://www.sci.usq.edu.au/staff/dunn/glmlab/glmlab.html
Spacial and Geometric Analysis (SaGA) toolbox
Interesting audio links with FAQ, VC++, on the topic
MATLAB Toolboxes 
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