2022年Matlab工具箱列表 .pdf

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1、Matlab Toolboxes - 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 - estimatio

2、n 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 binaura

3、l 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 t

4、he 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 Cluste

5、r - 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 Cor

6、al - 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 signa

7、ls DiffMan - solving differential equations on manifolds 名师资料总结 - - -精品资料欢迎下载 - - - - - - - - - - - - - - - - - - 名师精心整理 - - - - - - - 第 1 页，共 5 页 - - - - - - - - - Dimensional Analysis - DIPimage - scientific image processing Direct - Laplace transform inversion via the direct integration method Di

8、rectSD - 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 - dis

9、crete 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 - flig

10、ht 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 selec

11、tion 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 specificati

12、on GCSV - growing cell structure visualization GEMANOV A - 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 top

13、ographic 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

14、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 名师资料总结 - - -精品资料欢迎下载 - - - - - - - - - - - - - - - - - - 名师精

15、心整理 - - - - - - - 第 2 页，共 5 页 - - - - - - - - - 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 K

16、ALMTOOL - 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

17、 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 desig

18、n 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, computin

19、g 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 Mis

20、sing - 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 Multi

21、scale 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 metho

22、ds in Matlab text 名师资料总结 - - -精品资料欢迎下载 - - - - - - - - - - - - - - - - - - 名师精心整理 - - - - - - - 第 3 页，共 5 页 - - - - - - - - - NNCTRL - design and simulation of control systems based on neural networks NNSYSID - neural net based identification of nonlinear dynamic systems NSVM - newton support vector

23、 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 intera

24、ctive 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 lea

25、rning 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

26、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

27、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 a

28、nd 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 - stat

29、istical routines Statistical Pattern Recognition - pattern recognition methods 名师资料总结 - - -精品资料欢迎下载 - - - - - - - - - - - - - - - - - - 名师精心整理 - - - - - - - 第 4 页，共 5 页 - - - - - - - - - Stixbox - statistics SVM - implements support vector machines SVM Classifier Symbolic Robot Dynamics TEMPLAR - wa

30、velet-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 distrib

31、utions 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 a

32、nalysis 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

33、 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 -

34、 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 名师资料总结 - - -精品资料欢迎下载 - - - - - - - - - - - - - - - - - - 名师精心整理 - - - - - - - 第 5 页，共 5 页 - - - - - - - - -