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Nuclass7

Freeware for fast development and application of classification type networks including the multilayer perceptron (MLP), functional link network, piecewise linear network, nearest neighbor classifier (NNC), self organizing map (SOM) and K-Means clustering. C source code for applying trained networks is provided, so users can use networks in their own applications. User-supplied txt-format training data files, containing rows of numbers, can be of any size. Example training data is also provided. Fast VB Graphics for network classification error and SOM cluster formation are included. Extensive help files are provided in the software. Although principally aimed at scientists and engineers, Nuclass7 is highly automated and requires very few parameter choices by the user. Advanced features include a fast MLP training algorithm (faster than BP and better than LM), input feature selection, pruning (elimination) of useless units (for MLP) and modules for PLN). Utilities are provided for counting patterns, deleting columns, combining files, splitting files, calculating column mean and standard deviation, and plotting column histograms. Training data can be compressed using the discrete Karhunen-Loeve' transform (KLT). This freeware version of Nuclass7 limits the MLP to 10 hidden units, the PLN to 10 clusters, and the NNC to 50 clusters. The commercial version, which lacks these limitations, is also available for those who need it. The regression/approximation version of this software, called Numap7, is also available. Nuclass7 was developed by the Image Processing and Neural Networks Lab of Univ. of Texas at Arlington.

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Numap7

Freeware for fast development and application of regression/approximation networks including the multilayer perceptron (MLP), functional link network, piecewise linear network, self organizing map (SOM) and K-Means clustering. C source code for applying trained networks is provided, so users can use networks in their own applications. User-supplied txt-format training data files, containing rows of numbers, can be of any size. Example training data is also provided. Fast VB Graphics for network training error and SOM cluster formation are included. Extensive help files are provided in the software. Although principally aimed at scientists and engineers, Numap7 is highly automated and requires very few parameter choices by the user. Advanced features include a fast MLP training algorithm (faster than BP and better than LM), input feature selection, pruning (elimination) of useless units (for MLP) and modules for PLN). Utilities are provided for counting patterns, deleting columns, combining files, splitting files, calculating column mean and standard deviation, and plotting column histograms. Training data can be compressed using the discrete Karhunen-Loeve' transform (KLT). This freeware version of Numap7 limits the MLP to 10 hidden units and limits the PLN to 10 clusters. The commercial version, which lacks these limitations, is also available for those who need it. The classification (decision making) version of this software, called Nuclass7, is also available. Numap7.0 was developed by the Image Processing and Neural Networks Lab of Univ. of Texas at Arlington

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Speed

Speed is an intense, exciting card game between two players. You can play against the computer with 6 different skill levels or play against friends on a network or over the internet. If you cannot find anyone to play with, the game can automatically match you up to another player who is waiting to play. Also, with the game you get an option of 23 different card backs and 4 different card styles creating a total of 92 looks.

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Letterman Spam Control Std

- Preview and Delete emails on the server from Letterman - Filter spam from Outlook, Outlook Express - Distinguish between Traditional Chinese, Simplified Chinese, Japanese, Korean charset - Block connections from emails - Hide trace from spammers - Customisable pre-defined system rules - Found vi@g0ra!, XAN3A.X, via gra, V1AgR@, V.ia_gr^a, V.I.A.G.R.A. - Life-time free upgrade - POP3, Web-based Hotmail, MSN and Yahoo access

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VolumeControl

VolumeControl is a beautiful and convenient alternative to the original volume control of Windows. The program offers you easier and quick way to change the sound volume by the mouse wheel or by pressing the button of mouse just one time on the icon in the tray of taskbar. Direct the mouse cursor on the icon in the system tray and change the volume by rolling the wheel or by pressing the mouse's buttons.

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Instant Demo

Instant Demo is a Windows application that provides a new quick and easy way to create demos and tutorials of your software in the popular Flash format. Instant Demo is ideal for software demonstrations, customer support and training. Editing features include annotated text and interactive hotspots. The demos are small in size, needing only 0.1MB per minute. The Professional version adds new special effects and enhanced viewer interaction.

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AtomSync

Don't set your computer clock! Use AtomSync instead! AtomSync is a utility that works in the background and periodically checks your system time against an internet NTP time server or against a computer in your LAN which runs an AtomSync LAN time server. It also displays a nice graphical clock with time and date on your desktop and can announce the time status through MS Agents. Internet time servers usually deliver an extremely precise time.

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luntbuild

LuntBuild is a build automation and management tool. Continuous integration or daily build can be easily setup through a clean web interface. Build artifacts can be managed centrally and thus provide a central download area for whole team. Builds can be searched and get promoted to identify important builds

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