matlab-toolboxes.txt

MATLAB工具箱集锦(非官方资料) 希望对于Matlab编程爱好者有所帮助！

Matlab Toolboxes 

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ADCPtools - acoustic doppler current profiler data processing 
AFDesign - designing analog and digital filters 
AIRES - automatic integration of reusable embedded software 
Air-Sea - air-sea flux estimates in oceanography 
Animation - developing scientific animations 
ARfit - estimation of parameters and eigenmodes of multivariate autoregressive methods 
ARMASA - power spectrum estimation 
AR-Toolkit - computer vision tracking 
Auditory - auditory models 
b4m - interval arithmetic 
Bayes Net - inference and learning for directed graphical models 
Binaural Modeling - calculating binaural cross-correlograms of sound 
Bode Step - design of control systems with maximized feedback 
Bootstrap - for resampling, hypothesis testing and confidence interval estimation 
BrainStorm - MEG and EEG data visualization and processing 
BSTEX - equation viewer 
CALFEM - interactive program for teaching the finite element method 
Calibr - for calibrating CCD cameras 
Camera Calibration 
Captain - non-stationary time series analysis and forecasting 
CHMMBOX - for coupled hidden Markov modeling using maximum likelihood EM 
Classification - supervised and unsupervised classification algorithms 
CLOSID 
Cluster - for analysis of Gaussian mixture models for data set clustering 
Clustering - cluster analysis 
ClusterPack - cluster analysis 
COLEA - speech analysis 
CompEcon - solving problems in economics and finance 
Complex - for estimating temporal and spatial signal complexities 
Computational Statistics 
Coral - seismic waveform analysis 
DACE - kriging approximations to computer models 
DAIHM - data assimilation in hydrological and hydrodynamic models 
Data Visualization 
DBT - radar array processing 
DDE-BIFTOOL - bifurcation analysis of delay differential equations 
Denoise - for removing noise from signals 
DiffMan - solving differential equations on manifolds 
Dimensional Analysis - 
DIPimage - scientific image processing 
Direct - Laplace transform inversion via the direct integration method 
DirectSD - analysis and design of computer controlled systems with process-oriented models 
DMsuite - differentiation matrix suite 
DMTTEQ - design and test time domain equalizer design methods 
DrawFilt - drawing digital and analog filters 
DSFWAV - spline interpolation with Dean wave solutions 
DWT - discrete wavelet transforms 
EasyKrig 
Econometrics 
EEGLAB 
EigTool - graphical tool for nonsymmetric eigenproblems 
EMSC - separating light scattering and absorbance by extended multiplicative signal correction 
Engineering Vibration 
FastICA - fixed-point algorithm for ICA and projection pursuit 
FDC - flight dynamics and control 
FDtools - fractional delay filter design 
FlexICA - for independent components analysis 
FMBPC - fuzzy model-based predictive control 
ForWaRD - Fourier-wavelet regularized deconvolution 
FracLab - fractal analysis for signal processing 
FSBOX - stepwise forward and backward selection of features using linear regression 
GABLE - geometric algebra tutorial 
GAOT - genetic algorithm optimization 
Garch - estimating and diagnosing heteroskedasticity in time series models 
GCE Data - managing, analyzing and displaying data and metadata stored using the GCE data structure specification 
GCSV - growing cell structure visualization 
GEMANOVA - fitting multilinear ANOVA models 
Genetic Algorithm 
Geodetic - geodetic calculations 
GHSOM - growing hierarchical self-organizing map 
glmlab - general linear models 
GPIB - wrapper for GPIB library from National Instrument 
GTM - generative topographic mapping, a model for density modeling and data visualization 
GVF - gradient vector flow for finding 3-D object boundaries 
HFRadarmap - converts HF radar data from radial current vectors to total vectors 
HFRC - importing, processing and manipulating HF radar data 
Hilbert - Hilbert transform by the rational eigenfunction expansion method 
HMM - hidden Markov models 
HMMBOX - for hidden Markov modeling using maximum likelihood EM 
HUTear - auditory modeling 
ICALAB - signal and image processing using ICA and higher order statistics 
Imputation - analysis of incomplete datasets 
IPEM - perception based musical analysis 
JMatLink - Matlab Java classes 
Kalman - Bayesian Kalman filter 
Kalman Filter - filtering, 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 - 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 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 - analysis 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 using 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 
Multiblock - 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 the 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 learning 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. functions 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 - 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 
Regularization 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 
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 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 Pattern 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 synthesizing 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 - nonlinear 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 factor 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 
Weeks - Laplace transform inversion via the Weeks method 
WetCDF - NetCDF interface 
WHMT - wavelet-domain hidden Markov tree models 
WInHD - Wavelet-based inverse halftoning via deconvolution 
WSCT - weighted sequences clustering toolkit 
XMLTree - XML parser 
YAADA - analyze single particle mass spectrum data 
ZMAP - quantitative seismicity analysis 

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