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updated 5 hours ago

Round to Electronic Component Values by Stephen Cobeldick

Round numeric array values to the best matching IEC 60063 (E-Series) component values. (round, circuit, electronic)

ROUND60063 Examples

num2circuit(X,ser,bnd,nmc,isr)

round60063(X,ser,rnd)

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updated 6 hours ago

gptoolbox by Alec Jacobson

Useful functions for geometry processing, constrainted optimization and image processing. (geometry, geometry processing, linear algebra)

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updated 15 hours ago

Ising Model and Metropolis Algorithm by MathWorks Physics Team

Learn how to use the Metropolis algorithm to simulate the Ising model of a ferromagnet in MATLAB. (curriculum, deep learning, ising)

IsingModelAndMetropolisAlgorithm.mlx

energyIsing(spin, J)

initSpins(numSpinsPerDim, p)

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updated 17 hours ago

Maze Solver (Reinforcement Learning) by Bhartendu

Maze Solving using Value iterations, Dynamic Programming (dynamic programming, machine learning, matrix plotting)

mazeSolver.mlx

MazeSolver.m

matrixPlot( Matrix )

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updated 18 hours ago

easyBrowser by Michele Scalseggi

Browse easily through MATLAB files and folders (cd, open, open folder)

Example cdaf

Example genOpen

Example nav

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updated 24 hours ago

Support Vector Regression by Bhartendu

On-line support vector regression (using Gaussian kernel) (gaussian kernel, kernel adatron, kernel methods)

Support_Vector_Regression.mlx

kernel(x,xi,k)

SupportVectorRegression.m

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updated 1 day ago

Hopfield Associative Memory by Bhartendu

Forming a Neural Network using Auto Associative memory method to store 5 characters (associative memory, ham, hopfield network)

HAM.mlx

Hopfield.m

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updated 1 day ago

McCulloch-Pitts Model of Neuron Examples by Bhartendu

AND, OR, XOR Examples with simple McCulloch-Pitts Model of Neuron (mccullochpitts neuron, neural networks)

McPittsNeuron.mlx

McCulloch_Pitts( probe,threshold)

Mc_PittsNeuron.m

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updated 1 day ago

Delta Learning, Widrow Hoff Learning by Bhartendu

Delta Learning rule, Widrow-Hoff Learning rule (Artificial Neural Networks) (classification, delta learning, machine learning)

DeltaLearning.mlx

Delta(xtrain,ytrain,w0,eta)

widrowHoff(xtrain,ytrain,w0,eta)

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updated 1 day ago

Antarctic flight planning tools by Chad Greene

Chad Greene (view profile)

A few scripts for aerogeophysical navigation (amt, antarctic, antarctica)

fopmap documentation

fopprofile documentation

fopturns documentation

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updated 1 day ago

Perceptron Learning by Bhartendu

Perceptron Learning rule, (Artificial Neural Networks) (machine learning, neural networks, perceptron learning)

PerceptronLearning.mlx

Perceptron(xtrain,ytrain,w0,eta)

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updated 1 day ago

Hebbian Learning by Bhartendu

Hebbian Learning rule, (Artificial Neural Networks) (hebbian learning, machine learning, neural networks)

HebbianLearning.mlx

hebb(xtrain,w0,eta)

hebb_sigmoid(xtrain,w0,eta)

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updated 1 day ago

jasonnicholson/regularizeNd by Jason Nicholson

Create a gridded lookup table of scattered data in n dimensions. (hypersurface fitting, surface fitting, scattered data)

4D Examples

Simple Example

coarse_vs_fine_grids

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updated 1 day ago

Distribution of Random variables by Bhartendu

Methods to generate different random variates (bernoulli, binomial, distribution)

Distributions.mlx

Distribution.m

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updated 3 days ago

Adams Bashforth Moulton Method by Bhartendu

Numerical Solution of Ordinary Differential Equations (adamsbashforth method, adamsmoulton method, eulers method)

ODE_First_Order.mlx

ODE_First_Order.m

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updated 3 days ago

SVM using various Kernels by Bhartendu

Performance of various Kernels for SVM classification (classification, gaussian kernel, machine learning)

svm_Noisy_Data.mlx

confusionMatrix( y_actual,y_predicted )

grad_asc_poly( X_Data,Y_Data,C,deg )

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updated 3 days ago

Unsupervised classification of satellite imagery and Class visualization by chuiqing

chuiqing (view profile)

implementation of a paper (http://www.mdpi.com/2072-4292/7/10/14055) (cluster tree, feature extraction, image classification)

Center_visualization_demo

wfIsodata_ND.m

Center_test_experiments(strInputTxt,percent)

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updated 3 days ago

PicoScope 5203 and 5204 Examples by Pico Technology

MATLAB examples for use with the PicoScope 5203 and 5204 oscilloscopes. (matlab, picoscope, measurement)

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updated 4 days ago

SVM for nonlinear classification by Bhartendu

SVM on (Non-linearly Seperable Data) using polynomial Kernel (classification, gradient ascent, kernel methods)

svm_Non_Linear.mlx

confusionMatrix( y_actual,y_predicted )

grad_asc_poly( X_Data,Y_Data,C,deg )

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updated 4 days ago

Deep Learning Tutorial Series by MathWorks Neural Network Toolbox Team

Download code and watch video series to learn and implement deep learning techniques (alexnet, computer vision, deep learning)

Demo_FeatureExtraction.mlx

Demo_TrainingFromScratch.mlx

Demo_TransferLearning.mlx

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updated 4 days ago

gramm (complete data visualization toolbox, ggplot2/R-like) by Pierre Morel

Pierre Morel (view profile)

  • 1 file
  • 145 downloads
  • 4.97297

Quickly create publication-quality plots: automatic colors & subplots, stats, violin/box plots, etc. (plotting, table, data exploration)

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updated 5 days ago

SaivDr Package by Shogo Muramatsu

System object definitions for sparsity-aware image and volume data restoration (image processing, nsolt, ista)

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updated 6 days ago

Physical Units Toolbox by Sky Sartorius

Sky Sartorius (view profile)

Enables operations using hundreds of supported physical units of measurement and physical constants. (units, dimensioned, aerospace)

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updated 8 days ago

iahncajigas/nSTAT by Iahn Cajigas

Analyze neural spike train and continuous time data using point process methods (mathematics, neuroscience, signal processing)

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updated 10 days ago

Number to Scientific Prefix by Stephen Cobeldick

Convert a numeric value to an metric prefixed string (SI/engineering). Bonus: binary prefixes! (data, communications, iso 80000)

NUM2SIP and NUM2BIP Examples

num2bip(num,sgf,pfx,trz)

num2sip(num,sgf,pfx,trz)

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updated 10 days ago

Scientific Prefix to Number by Stephen Cobeldick

Convert a metric prefixed string into numeric value (SI/engineering). Bonus: binary prefixes! (atto, binary, bytes)

SIP2NUM and BIP2NUM Examples

bip2num(str,uni)

sip2num(str,uni)

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updated 11 days ago

Arduino Weather Station IoT (ThingSpeak) by Pavel Roslovets

Standalone Arduino Weather Station that's uploading data directly to ThingSpeak (arduino, iot, thingspeak)

Analyze_IoT.mlx

arduino_weather_iot.slx

arduino_weather_serial.slx

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updated 12 days ago

Automated Frequency Domain Decomposition (AFDD) by E. Cheynet

Modal parameters identification from ambient vibrations measurement using the FDD (fdd, modal analysis, operational modal ana...)

Example2

AFDD.m

pickpeaks(V,select,display)

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updated 13 days ago

SparkFun TinkerKit for MATLAB by Eric Davishahl

MATLAB Version of the SparkFun TinkerKit Experiment Guide (arduino, matlab, mechatronics)

E10_Controlling_a_Motor_with_Inputs.mlx

E1_Blink_an_LED.mlx

E2_Read_a_Potentiometer.mlx

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updated 14 days ago

Argo Toolbox by Chad Greene

Chad Greene (view profile)

Find and download Argo profiles within specified geographic and temporal limits (argo, oceanography, ctd)

argodata documentation

argofiles documentation

argodata(ncfiles,varargin)

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updated 14 days ago

MEaSUREs by Chad Greene

Chad Greene (view profile)

Plot Antarctic ice velocity fields (ice, quivermc, antarctica)

An Overview

measures documentation

measures_data documentation

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updated 15 days ago

Exploring Exoplanets by MathWorks Physics Team

In this example we will explore some data on exoplanets - planets outside our own solar system. (astronomy, astrophysics, cosmology)

ExploringExoplanets.mlx

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updated 15 days ago

Spectr-O-Matic by Petar Lambrev

Toolbox for analysis of spectroscopy data (spectroscopy, data analysis, spectrometry)

example_catindex_live.mlx

array2str(array, delim)

catfind( A, valueset, catnames)

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updated 18 days ago

DO_case_study_HDL by Bill Potter

Example DO-254 project (aerospace)

ActuatorLoop_trace.html

inspect.html

nav.html

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updated 18 days ago

Simscape Multibody Multiphysics Library by Steve Miller

Steve Miller (view profile)

Extend Simscape Multibody models with physical effects spanning multiple physical domains. (simmechanics, second generation, 2g)

Adding Actuators to CAD Model of a Lift Table

Electric Motor with Multibody Ports

Hydraulic Actuator with 1D Mechanical Ports

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updated 18 days ago

geom3d by David Legland

David Legland (view profile)

Library to handle 3D geometric primitives: create, intersect, display, and make basic computations (potw, pick of the week, 3d)

demoDrawTubularMesh

demoGeom3d

demoInertiaEllipsoid

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updated 19 days ago

Motion Control Demo by Paul Lambrechts

Model Based Design Demonstration Based on a Motion Control Case Study (motion control, modelbased design, trajectory planning)

Digital Motion Control Demo

The Digital Motion Control Demo

DMC_system_demobio

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updated 19 days ago

Simscape Multibody Gearset Library by Steve Miller

Steve Miller (view profile)

Gear set models and force laws for use with Simscape Multibody (formerly SimMechanics) (backlash, gears, physical modeling)

Bevel Gear Assembly Testrig

Common Gear Assembly Testrig

Double Bevel Gear Assembly Testrig

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updated 19 days ago

Calling Shared Libraries from Simulink by Mikhail

Mikhail (view profile)

This paper discusses several approaches for calling shared libraries from Simulink models (simulink, legacy code tool, lct)

Calling Shared Libraries from Simulink

exlib

simlib_test.slx

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updated 19 days ago

Antarctic boundaries, grounding line, and masks from InSAR by Chad Greene

Chad Greene (view profile)

A complete MEaSUREs grounding line, coast line, and mask dataset from Mouginot et al. (amt, rignot, mouginot)

Antbounds Contents and data masking tips

antbounds documentation

antbounds_data documentation

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updated 20 days ago

Triangular Taylor Hood finite elements by Sebastian Ullmann

Solve unsteady incompressible flows and related problems. (finite element method, navierstokes, pde)

Burgers equation in a square

Natural convection in a tall cavity

Poisson equation in a square

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updated 20 days ago

Antarctic basal geothermal heat flux by Chad Greene

Chad Greene (view profile)

A simple interpolator returns estimated geothermal heat flux at any location(s) (amt, geothermal, heat flux)

heatflux_interp documentation

heatflux_interp(lati_or_xi,loni_or_yi,varargin)

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updated 21 days ago

Water Wheel Generator in Simscape by Steve Miller

Steve Miller (view profile)

Water wheel connected to electric generator modeled in Simscape (generator, hydroelectric, micro hydro generator)

Water Wheel Generator

sm_waterwheel_param.m

sm_waterwheel_plot1speed.m

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updated 21 days ago

Four Bar Linkage Optimization in Simscape by Steve Miller

Steve Miller (view profile)

Four-bar linkage lengths are optimized using MATLAB to follow a desired trajectory. (kinematic, kinematic synthesis, kinematics)

Four Bar Trajectory Optimization

costFcnAreaPerimeter(ref, test)

obj_sm_four_bar_optim_match_path(mdl,param_v,x_data_des,y...

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updated 21 days ago

Antarctic accumulation by Chad Greene

Chad Greene (view profile)

Data loading and interpolation functions (accumulation, amt, antarctica)

accumulation_data documentation

accumulation_interp documentation

accumulation_data(varargin)

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updated 21 days ago

GridBagLayout by Jason

Jason (view profile)

A MATLAB class which controls layout and resize of a figure/uipanel/uicontainer. (gui, layout, gridbag)

Using the layout.GridBagLayout object.

Using the layout.ScrollableGridBagLayout object.

AbstractLayout

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updated 21 days ago

CNN for Old Japanese Character Classification by Akira Agata

Create Simple Deep Learning Network for Old Japanese Character Classification (classification, cnn, deep learning)

Examples of Old Handwritten Japanese Character Classifica...

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updated 25 days ago

Space-Time Adaptive Processing for Airborne Radar by J.Ward (Tech. Report 1015) by Ilias Konsoulas

Reproduction of J.Ward's Technical Report 1015 figures. (space time adaptive p..., stap, radar signal processi...)

Figure 11. Illustrating Brennan's Rule: Clutter Eigenspec...

Figure 11a. Illustrating The Clutter Signal Fourier Power...

Figure 13. Example Clutter Ridges with Velocity Misalignm...

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updated 25 days ago

Utilisation de la Toolbox "calcul symbolique" by Claude BERGMANN

Utilisation de la Toolbox "Calcul symbolique" en liaison avec l'application "Live Editor" (mathematics)

script.mlx

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updated 28 days ago

ahaselsteiner/compute-hdc by Andreas Haselsteiner

Computes an environmental contour for engineering design (pdf, statistics, probability)

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