Tuesday, August 08, 2006

Matlab Toolboxes

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 - 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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