Matlab的第三方工具箱大全强烈推荐.docx

1、Matlab的第三方工具箱大全强烈推荐Matlab Toolboxes ADCPtools - acoustic doppler current profiler data processingAFDesign - designing analog and digital filtersAIRES - automatic integration of reusable embedded softwareAir-Sea - air-sea flux estimates in oceanographyAnimation - developing scientific animationsARfit

2、 - estimation of parameters and eigenmodes of multivariate autoregressive methodsARMASA - power spectrum estimationAR-Toolkit - computer vision trackingAuditory - auditory modelsb4m - interval arithmeticBayes Net - inference and learning for directed graphical modelsBinaural Modeling - calculating b

3、inaural cross-correlograms of soundBode Step - design of control systems with maximized feedbackBootstrap - for resampling, hypothesis testing and confidence interval estimationBrainStorm - MEG and EEG data visualization and processingBSTEX - equation viewerCALFEM - interactive program for teaching

4、the finite element methodCalibr - for calibrating CCD camerasCamera CalibrationCaptain - non-stationary time series analysis and forecastingCHMMBOX - for coupled hidden Markov modeling using maximum likelihood EMClassification - supervised and unsupervised classification algorithmsCLOSIDCluster - fo

5、r analysis of Gaussian mixture models for data set clusteringClustering - cluster analysisClusterPack - cluster analysisCOLEA - speech analysisCompEcon - solving problems in economics and financeComplex - for estimating temporal and spatial signal complexitiesComputational StatisticsCoral - seismic

6、waveform analysisDACE - kriging approximations to computer modelsDAIHM - data assimilation in hydrological and hydrodynamic modelsData VisualizationDBT - radar array processingDDE-BIFTOOL - bifurcation analysis of delay differential equationsDenoise - for removing noise from signalsDiffMan - solving

7、 differential equations on manifoldsDimensional Analysis -DIPimage - scientific image processingDirect - Laplace transform inversion via the direct integration methodDirectSD - analysis and design of computer controlled systems with process-oriented modelsDMsuite - differentiation matrix suiteDMTTEQ

8、 - design and test time domain equalizer design methodsDrawFilt - drawing digital and analog filtersDSFWAV - spline interpolation with Dean wave solutionsDWT - discrete wavelet transformsEasyKrigEconometricsEEGLABEigTool - graphical tool for nonsymmetric eigenproblemsEMSC - separating light scatteri

9、ng and absorbance by extended multiplicative signal correctionEngineering VibrationFastICA - fixed-point algorithm for ICA and projection pursuitFDC - flight dynamics and controlFDtools - fractional delay filter designFlexICA - for independent components analysisFMBPC - fuzzy model-based predictive

10、controlForWaRD - Fourier-wavelet regularized deconvolutionFracLab - fractal analysis for signal processingFSBOX - stepwise forward and backward selection of features using linear regressionGABLE - geometric algebra tutorialGAOT - genetic algorithm optimizationGarch - estimating and diagnosing hetero

11、skedasticity in time series modelsGCE Data - managing, analyzing and displaying data and metadata stored using the GCE data structure specificationGCSV - growing cell structure visualizationGEMANOVA - fitting multilinear ANOVA modelsGenetic AlgorithmGeodetic - geodetic calculationsGHSOM - growing hi

12、erarchical self-organizing mapglmlab - general linear modelsGPIB - wrapper for GPIB library from National InstrumentGTM - generative topographic mapping, a model for density modeling and data visualizationGVF - gradient vector flow for finding 3-D object boundariesHFRadarmap - converts HF radar data

13、 from radial current vectors to total vectorsHFRC - importing, processing and manipulating HF radar dataHilbert - Hilbert transform by the rational eigenfunction expansion methodHMM - hidden Markov modelsHMMBOX - for hidden Markov modeling using maximum likelihood EMHUTear - auditory modelingICALAB

14、- signal and image processing using ICA and higher order statisticsImputation - analysis of incomplete datasetsIPEM - perception based musical analysis2007-8-29 15:04#1 littleboy 助理工程师 精华 0积分 49帖子 76水位 164 技术分 0 JMatLink - Matlab Java classes Kalman - Bayesian Kalman filter Kalman Filter - filtering

15、, smoothing and parameter estimation (using EM) for linear dynamical systems KALMTOOL - state estimation of nonlinear systems Kautz - Kautz filter design Kriging LDestimate - estimation of scaling exponents LDPC - low density parity check codes LISQ - wavelet lifting scheme on quincunx grids LKER -

16、Laguerre kernel estimation tool LMAM-OLMAM - Levenberg Marquardt with Adaptive Momentum algorithm for training feedforward neural networks Low-Field NMR - for exponential fitting, phase correction of quadrature data and slicing LPSVM - Newton method for LP support vector machine for machine learning

17、 problems LSDPTOOL - robust control system design using the loop shaping design procedure LS-SVMlab LSVM - Lagrangian support vector machine for machine learning problems Lyngby - functional neuroimaging MARBOX - for multivariate autogressive modeling and cross-spectral estimation MatArray - analysi

18、s of microarray data Matrix Computation - constructing test matrices, computing matrix factorizations, visualizing matrices, and direct search optimization MCAT - Monte Carlo analysis MDP - Markov decision processes MESHPART - graph and mesh partioning methods MILES - maximum likelihood fitting usin

19、g ordinary least squares algorithms MIMO - multidimensional code synthesis Missing - functions for handling missing data values M_Map - geographic mapping tools MODCONS - multi-objective control system design MOEA - multi-objective evolutionary algorithms MS - estimation of multiscaling exponents Mu

20、ltiblock - analysis and regression on several data blocks simultaneously Multiscale Shape Analysis Music Analysis - feature extraction from raw audio signals for content-based music retrieval MWM - multifractal wavelet model NetCDF Netlab - neural network algorithms NiDAQ - data acquisition using th

21、e NiDAQ library NEDM - nonlinear economic dynamic models NMM - numerical methods in Matlab text NNCTRL - design and simulation of control systems based on neural networks NNSYSID - neural net based identification of nonlinear dynamic systems NSVM - newton support vector machine for solving machine l

22、earning problems NURBS - non-uniform rational B-splines N-way - analysis of multiway data with multilinear models OpenFEM - finite element development PCNN - pulse coupled neural networks Peruna - signal processing and analysis PhiVis - probabilistic hierarchical interactive visualization, i.e. func

23、tions for visual analysis of multivariate continuous data Planar Manipulator - simulation of n-DOF planar manipulators PRTools - pattern recognition psignifit - testing hyptheses about psychometric functions PSVM - proximal support vector machine for solving machine learning problems Psychophysics -

24、 vision research PyrTools - multi-scale image processing RBF - radial basis function neural networks RBN - simulation of synchronous and asynchronous random boolean networks ReBEL - sigma-point Kalman filters Regression - basic multivariate data analysis and regression Regularization Tools Regulariz

25、ation Tools XP Restore Tools Robot - robotics functions, e.g. kinematics, dynamics and trajectory generation Robust Calibration - robust calibration in stats RRMT - rainfall-runoff modelling SAM - structure and motion Schwarz-Christoffel - computation of conformal maps to polygonally bounded regions

26、 SDH - smoothed data histogram SeaGrid - orthogonal grid maker SEA-MAT - oceanographic analysis SLS - sparse least squares SolvOpt - solver for local optimization problems SOM - self-organizing map SOSTOOLS - solving sums of squares (SOS) optimization problems Spatial and Geometric Analysis Spatial

27、Regression Spatial Statistics Spectral Methods SPM - statistical parametric mapping SSVM - smooth support vector machine for solving machine learning problems STATBAG - for linear regression, feature selection, generation of data, and significance testing StatBox - statistical routines Statistical P

28、attern Recognition - pattern recognition methods Stixbox - statistics SVM - implements support vector machines SVM Classifier Symbolic Robot Dynamics TEMPLAR - wavelet-based template learning and pattern classification TextClust - model-based document clustering TextureSynth - analyzing and synthesi

29、zing visual textures TfMin - continous 3-D minimum time orbit transfer around Earth Time-Frequency - analyzing non-stationary signals using time-frequency distributions Tree-Ring - tasks in tree-ring analysis TSA - uni- and multivariate, stationary and non-stationary time series analysis TSTOOL - no

30、nlinear time series analysis T_Tide - harmonic analysis of tides UTVtools - computing and modifying rank-revealing URV and UTV decompositions Uvi_Wave - wavelet analysis varimax - orthogonal rotation of EOFs VBHMM - variation Bayesian hidden Markov models VBMFA - variational Bayesian mixtures of fac

31、tor analyzers VMT - VRML Molecule Toolbox, for animating results from molecular dynamics experiments VOICEBOX VRMLplot - generates interactive VRML 2.0 graphs and animations VSVtools - computing and modifying symmetric rank-revealing decompositions WAFO - wave analysis for fatique and oceanography WarpTB - frequency-warped signal processing WAVEKIT - wavelet analysis WaveLab - wavelet analysis Week