Search Results for "matlab code for pca" - Page 5
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Showing 283 open source projects for "matlab code for pca"
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MATLAB code - robot path planning
Basic and effective approach towards robot path planning
The code presented here is very basic in approach, yet it is 70% successfully tested in avoiding obstacles during robot motion. It needs modification to make it more intelligent. Visit letsrobo.wordpress.com to learn MATLAB basics -
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GTK+ IOStream
GTK+iostream, Data plots, ORB, Neural Networks, WSOLA
Create GTK+ interfaces using IOStream style code. Its simple and quick! Also providing simple data plotting (similar to Matlab/Octave), ORB (Object Request Broker), and Neural Network computations. You can create GTK+ GUIs in a few lines of code. Labels<<"Thanks for reading"; (HBox<<Labels).show(); or even one line : (HBox() << (Labels()<<"Thanks for reading")).show(); Inline code destructs the classes, but leaves the widgets/callbacks operating. This is great for embedded memory saving... -
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Iris Detector
A simple MATLAB program to detect Iris.
This program is brought to you by Abu-Zar Rafi (2015-EE-332) as a part of DSA project supervised by Dr. Bilal Wajid. Note this project is executable on MATLAB only, the source code and files are uploaded in 'Source files' folder including the instructions manual. -
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f2matlab is a fortran90 to Matlab code converter written in Matlab. It accepts fortran90 subroutines or functions and outputs a Matlab *.m file. Most recent version at Matlab's File Exchange.
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Ocean Optics Sample Pack
Sample code for Ocean Optics OmniDriver spectrometer device driver
Sample code demonstrating how to use OmniDriver to drive Ocean Optics full range of spectrometers from C, C++, C#, Java, LabVIEW, Delphi, MATLAB and more. -
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MATLAB code to identify specific colors of your choice in an image, using MATLAB. Visit letsrobo.wordpress.com for detailed working of the code.
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F-Tracker3D
A software tool for tracking fluorescent cells in 3D
...-plane with the maximum intensity value for the different x-y positions previously determined. F-Tracker3D is written in MATLAB (©, The MathWorks, Inc., Massachusetts, USA) and the source code is freely provided. Requirements: MATLAB 2015a and Image Processing Toolbox 9.2 or later versions. -
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Density-ratio based clustering
Discovering clusters with varying densities
This site provides the source code of two approaches for density-ratio based clustering, used for discovering clusters with varying densities. One approach is to modify a density-based clustering algorithm to do density-ratio based clustering by using its density estimator to compute density-ratio. The other approach involves rescaling the given dataset only. An existing density-based clustering algorithm, which is applied to the rescaled dataset, can find all clusters with varying densities... -
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SMeagol
Simulated single molecule microscopy.
SMeagol is a software suite for simulation of live cell single molecule microscopy, mainly aimed at single particle tracking applications. The code uses a combination of Matlab and compiled C++ executables, and runs on linux, windows and mac. Installation instructions, system requirements, and many more details can be found in the manual. If you use SMeagol for in your research, please cite Lindén, M., V. Ćurić, A. Boucharin, D. Fange, and J. Elf. Simulated single molecule microscopy... -
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Engine Emissions & Uncertainty Analysis
Internal combustion engine emissions and uncertainty analysis
This is an open source computer code that was designed to conduct emissions calculations and uncertainty analysis from steady-state internal combustion engine experiments. The code is available in LabView and MATLAB. The LabView code does not conduct uncertainty analysis. Only the MATLAB code conducts uncertainty analysis. The LabView code was designed to be integrated into the test cell and be used in real time while the engine is running. -
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Mass-based dissimilarity
A data dependent dissimilarity measure based on mass estimation.
This software calculates the mass-based dissimilarity matrix for data mining algorithms relying on a distance measure. References: Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure. KDD 2016 http://dx.doi.org/10.1145/2939672.2939779 The source code, presentation slide and poster are attached under "Files". The presentation video in KDD 2016 is published on https://youtu.be/eotD_-SuEoo . Since this software is licensed under... -
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LAML:Linear Algebra and Machine Learning
A stand-alone Java library for linear algebra and machine learning
... also be used to manually convert MATLAB code to Java code. -
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Forager1.0
Software to aid in teaching programming.
...). The educational goal helped shape the software in a number of ways. First, the code is easily readable, as it is stored in a plain text format. Second, the code is also heavily commented upon, hopefully to make understanding it relatively straightforward. Third, the code has been written with an eye to comprehensibility. Occasionally, this means not exploiting the most efficient methods available in MATLAB and Octave. Fourth, variable names and file names have been chosen to make their use and funct -
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noblefit
Matlab / GNU Octave package for (environmenta) data fitting.
NOBLEFIT is a flexible Matlab/GNU Octave toolbox for quantitative interpretation of (aqueous) tracers in terms of environmental processes and models (e.g., dissolved noble gases, other atmospheric gases, or just about anything else that deserves quantitative model-based interpretation). In contrast to similar tools where the possible tracers and models are hard-wired in the code, NOBLEFIT is designed to allow the user to define his own tracers and models. -
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MetricTens: Crystallography
GUI that enables crystallographic computations for all seven crystal s
This GUI was created in MATLAB and serves as an educational tool for both novice and experienced crystallographer, and as a quick tool to make crystallographic computations. This GUI allows the creation of stereographic projection as well as the individual computation of angles between planes and directions for all seven crystal systems. Those who work in preferred orientation of polycrystalline materials or single crystals might find this GUI useful. To view code, check MATLAB File Exchange... -
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This package provides many state-of-the-art algorithms to optimize a smooth cost function defined on a Riemannian manifold. The package is written in C++ and uses the standard linear algebra libraries: BLAS and LAPACK. It can be used alone in a C++ environment or in Matlab with a Mex interface. The package is more reliable and requires smaller computational time compared with code written only in Matlab. Users need only provide a cost function, gradient function, and the action...
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PyPES Library
Library of analytic potential energy surfaces
The PyPES library is a python-based library of high quality semi-global potential energy surfaces for 50 molecules, each containing 3-6 atoms. The PyPES code enables the generation of energy derivatives to 6th order about any point on the potential energy surface in a range of common coordinate systems, including curvilinear internal, Cartesian and normal mode coordinates. For portability, FORTRAN, C, MATLAB and Mathematica wrappers are provided to interface with PyPES, reading in PyPES... -
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...) 2. Please download the data from http://www.cs.cmu.edu/afs/cs/project/theo-11/www/naive-bayes.html Report: A Comprehensive Report below: "20 newsgroup Classification problem" Accuracy: 83.625% Number of Training data: 50% of Total document chosen sequentially Number of Training data: 50% of remaining document Download the code and other necessary files in the Files Tab.
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... and clean signal coefficients. The link to the paper in pdf: https://www.researchgate.net/profile/Md_Tauhidul_Islam2/publications or Matlab code in file exchange: http://www.mathworks.com/matlabcentral/fileexchange/55030-speech-enhancement-based-on-student-t-modeling-of-te-operated-pwp-coefficients Please do not forget to cite our paper when you use our code.
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classify-20-NG-with-4-ML-Algo
Problem involves classifying 20000 messages into different 20 classes
.... Each of these algorithms has its peculiar data format; the specific format and how to reconstruct the entire dataset are illustrated in other sections below. Out of all the methods, SVM using the Libsvm [1] produced the most accurate and optimized result for its classification accuracy for the 20 classes. All the algorithm implementation was written Matlab. Download the code and Report here. -
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IDL2Matlab is an Automatic translation tool from an IDL program into Matlab and Scilab code. We do not guaranty a 100% conversion efficiency.
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This project, developed at UCL London, provides code for tomographic reconstruction. NiftyRec is written in C and has Python and Matlab extensions. Computationally intensive functions have a GPU accelerated version based on CUDA.
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Java Library for Machine Learning
A pure Java library for machine learning
JML is a machine learning library in Java, it is a pure Java package, and thus is cross-platform. The goal of JML is to make machine learning methods very easy to use and speed up code conversion from MATLAB to Java. Please be noted that JML has been replaced by LAML. -
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This site contains four packages of Mass and mass-based density estimation. 1. The first package is about the basic mass estimation (including one-dimensional mass estimation and Half-Space Tree based multi-dimensional mass estimation). This packages contains the necessary codes to run on MATLAB. 2. The second package includes source and object files of DEMass-DBSCAN to be used with the WEKA system. 3. The third package DEMassBayes includes the source and object files of a Bayesian...
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BiRW
Bi-random Walks for Phenome-Genome Association Prediction
... for unveiling human and mouse phenome-genome association. The processed OMIM human disease phenotype-gene association network and MGI mouse phentoype-gene association network are also released together with the source code.