Freeware Downloads for "Locally Linear Embedding"

The Modular toolkit for Data Processing (MDP) is a Python data processing framework. From the user's perspective, MDP is a collection of supervised and unsupervised learning algorithms and other data processing units that can be combined into data processing sequences and more complex feed-forward network architectures. From the scientific developer's perspective, MDP is a modular framework, which can easily be expanded. The implementation of new algorithms is easy and intuitive. The new implemented units are then automatically integrated with the rest of the library.

  • LWPR
  • License: Freeware
  • Rating

Locally Weighted Projection Regression (LWPR) is a fully incremental, online algorithm for non-linear function approximation in high dimensional spaces, capable of handling redundant and irrelevant input dimensions. At its core, it uses locally linear models, spanned by a small number of univariate regressions in selected directions in input space. A locally weighted variant of Partial Least Squares (PLS) is employed for doing the dimensionality reduction. Please cite: [1] Sethu Vijayakumar, Aaron D'Souza and Stefan Schaal, Incremental Online Learning in High Dimensions, Neural Computation, vol.

Voynex Object Embedding is a cross-browser library designed to embed objects into HTML documents. Library utilizes JavaScript and HTML tags to create object and access its programming interface. Object embedding with the help of the JavaScript is a dynamic method of the object container creation. When the object embedding tags are written directly in the HTML code, this is the static way of object hosting. Dynamic object embedding requires additional JavaScript code to be included to the HTML document.

  • Platform: Not Applicable
  • Date: 17-05-2011
  • Size: 4 KB

wen we give the two sequence ,we will get the o/p of linear convolution.the two sequences are computing by particular formula.thus we will got the output from the two sequences. the impulse response also we will get..

Companion software for the Signal Processing & Linear Systems book by B.P. Lathi.

  • Platform: Matlab, Scripts
  • Publisher: B. P. Lathi
  • Date: 09-02-2013
  • Size: 20 KB

Linear feedback shift registers (LFSR) are a simple method of generating sequences, including pseudorandom number sequences. The LFSR code provided is very unrestricted, allowing for any feedback polynomial, initial state or decimation factor. The code is written for a 32 bit LFSR, but minor alterations allow for 8-64 bit versions. A equivalent mex file is included, which runs approximately 100 times faster than the m file. Some of these LFSR sequences have special properties; a maximal length sequence (MLS or m-sequence) has a large autocorrelation at zero lag, with near zero autocorrelation elsewhere.

  • Platform: Matlab, Scripts
  • Publisher: Travis Wiens
  • Date: 16-06-2013
  • Size: 20 KB

The non-linear regression problem (univariate or multivariate) is easily posed using a graphical user interface (GUI) that solves the problem using one of the following solvers: - nlinfit: only univariate problems. - lsqnonlin: can deal with multivariate problems (more than one dependent fitting variable, ydata is a matrix). - patternsearch: this solver is useful to obtain a good start point, before using nlinfit or lsqonolin; this way, the global minimum is determined easier. Data is introduced in the GUI as vector or matrix from the workspace.

  • Platform: Matlab, Scripts
  • Publisher: Pablo MardoTsn
  • Date: 14-05-2013
  • Size: 31 KB

This book is written for computational scientists who would like to incorporate state-of-the-art computational methods for solving large sparse systems of linear equations. For a full book description and ordering information, please visit

  • Platform: Matlab, Scripts
  • Publisher: Jack Dongarra
  • Date: 03-04-2013
  • Size: 20 KB

In this paper i try to associate a linear dynamical system dX/dt=AX to the PDE wave equation.So i discretize the space to step h,and set the limited is well application also for spherical wave.J.C Willems gives good standing from ODE to PDE,and From PDe to ODE..

IFS Linear is a lightweight application built in Java designed to help you build and render your own iterated function system fractals.

The application can automatically generate a fractal based on user-defined point locations in the design area and display the corresponding IFS code.


  • Platform: WinOther
  • Publisher: Lqbrin
  • Date:

Linear Program Solver is a small, simple, very easy to use tool specially designed to help you solve linear programming models.

This tool offers: informative solving reports, extended sensitivity analysis, mixed integer models engine. LiPS supports MPS format and simple LP format (like lpsolve).
for WindowsAll


The GR Embedding program displays a representation of the curvature of space near a massive object.

GR Embedding is part of a suite of Open Source Physics programs that model aspects of General Relativity. It is distributed as a ready-to-run (compiled) Java archive. Double clicking the gr_embedding.jar file will run the program if Java is installed. Other programs provide additional visualizations. They can be found by searching ComPADRE for Open Source Physics, OSP, or General Relativity.

Sothink SWF Catcher for IE is a free and useful extension to Internet Explorer that enables you to save multiple Flash based charts, presentations, e-cards, games and Flash movies in it at one time. The small size allows it embedding in IE by just adding a new button. With only few clicks you can store your favorite Flashes easily. Now supports Internet Explorer 7.0 and Windows Vista! After the Flash movie has been saved, you can then view it locally, decompile it with Sothink SWF Decompiler or import it into Sothink SWF Quicker and edit it.

Open-ended, award-winning 200H RPG, Laxius Power III is the epic conclusion of the famous trilogy. In a huge world full of creatures (more than 500), it features 150 quests in a non-linear gameplay, including 6 guilds to enter and 2 endings to discover. Laxius Power III is the definitive installment of the series! Get prepared to help Random Pendragon, Sarah Brandolino (the legendary couple of the saga) and all of their friends fight against the Demons as the dreaded cycle is coming towards its accomplishment.

BenchMe is a free tool to evaluate performance of data storage - rotational hard drives (internal and external), solid state drives (SSD), RAID arrays, memory cards, and USB thumb drives. BenchMe measures the following characteristics: access time in milliseconds, linear read speed in MB/s, and IOPS for a 512-byte block and queue depth (QD) 1 and 32. Maximum, minimum, and average values of access time and linear speed are also provided. BenchMe displays the detailed information on the analyzed storage device such as device name, serial number, revision, and number of bytes per physical sector.

QSapecNG is a Qt-based program for symbolic analysis of linear analog circuits. In fact, it consists of two indipendent parts: the SapecNG framework engine and the application gui QSapecNG. It is an open source, multi-platform project, continuously enhanced by students and researchers of Department of Electronics and Telecommunications of the University of Florence. It comes as continuation of SapWin for Windows, in order to give to the project a full compatibility on other platforms. Through SapecNG / QSapecNG users can draw, solve and analyze analog circuits as well as manage them.

  • Platform: WinOther
  • Publisher: Michele Caini
  • Date: 11-09-2012
  • Size: 4608 KB

Matlab, Maple and C/C++ applications of Linear Algebra in many domains, including curves in many dimensions, Cryptography and Chaos etc..

A professional quality Non-linear video editing suite for KDE..

  • Platform: Linux, Unix
  • Publisher:
  • Date: 17-10-2012
  • Size: 5015 KB

Linear Al is a research, design and teaching tool for quantum computing and quantum information. A quantum development environment..

Open Basic (OB) is an implementation of BASIC programming language interpreter. OB is developed for embedding into user application as scripting language. OB is distributed as source code under GNU Lesser General Public License..

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