
Nuclass7
By Neural Decision Lab LLC
Freeware for fast training, validation, and application of classification type networks including the multilayer perceptron (MLP), functional link network, piecewise linear network, and nearest neighbor classifier. The self organizing map (SOM) and K-Means clustering are also included. Fast pruning algorithms create a nested sequence of different size networks, to facilitate structural risk minimization. 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. Nuclass7 is highly automated and requires very few parameter choices by the user. This version runs significantly faster. Advanced features include network sizing and feature selection. Training data can be compressed using the discrete Karhunen-Loeve'' transform (KLT). This Basic version of Nuclass7 limits the MLP to 10 hidden units, the PLN to 10 clusters, and the NNC to 50 clusters. Upgradable to the commercial version, which lacks these limitations. 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, and by Neural Decision Lab LLC.

Techlogica HTTP Server
By Techlogica
Techlogica HTTP Server 1.03 is a free and easy-to-setup web server. If you are a developer and you need an easy way to locally test a website based on PHP or CGI, our HTTP server is perfect for you. Our server also has full traffic logging and writes logfiles in Combined Log Format.

Outlook Password
By LastBit Software
Password recovery tool (password cracker), which comes in very handy if you forgot, lost, or misplaced your password for Outlook personal folders (.pst and .ost files). Such situations may also occur if someone who no longer works with you password protects vital information that is absolutely necessary to retrieve. Any password can be breaked instantly using the Fake Password Creation recovery method. The program has simple and easy-to-use interface. In automatic mode, you can decrypt any file in just a few mouse clicks. Outlook Password supports all MS Outlook versions.

AudioCommander
By Mystik Media
Powerful, fast, and highly configurable solution for both interface and command-line conversion of nearly all conceivable audio formats. Settings are provided for bitrate, frequency, channels, and more. Convert from CD, WAV, MP3, WMA, OGG, MP2, AAC, AC3, AMR, 3GP, AIFF, AU, VOX, RAW, GSM, ADPCM, A-LAW, u-LAW, DSP, g726, g721, g723, MPC, MP+, etc. to MP3, WMA, WAV, OGG, MP2, AIFF, AAC, AC3, AMR, MPC, MP+, ADPCM, A-LAW, u-LAW, DSP, GSM, or VOX with ease. AudioCommander can also be used to change the compression for supported formats. The comprehensive range of supported formats makes the software very flexible, and provides a complete solution for conversion of most any audio file desired. Conversions are performed directly from format to format, which increases conversion speed and eliminates potential quality loss. The ability to automatically transfer audio tags from the source format to conversion output is also present. AudioCommander offers an extensive array of interface settings and command-line switches for complete control over how the software functions. The software is fully functional and can be controlled entirely via command-line operation. Conversions can be performed on an entire folder of files simply by passing the folder name to the /f switch for command-line support or using the Add Folder interface command. For command-line, wildcards and comma delimited filenames are also supported. Even multiple paths can be separated by a comma, or any combination of filename(s), paths, and wildcards. Furthermore, when converting a path, you can specify a switch or interface option for all subfolders to also be included. Additional built-in options include: error logging, the ability to automatically use the source file''s path for conversion output, overwrite protection (append unique numeric value to the base filename for existing files), deletion of source file(s) after successful conversion, FreeDB support when ripping from CD, and much more!

ArrowSlider
By BdR
Arrow Slider is a sliding puzzle game for Windows. Click on tiles to slide them in the arrow direction. Object of the game is to recreate the goal layout. 3 difficulty settings, on hard difficulty the tiles are numbered and you must also place them in correct order. The grid size and tile order are adjustable, as well as the horizontal or vertical layout.

Seractal Fractal Screensaver
By Seraline Pty Ltd
Seractal ScreenSaver uses the beauty of fractals to create a wide variety of full-screen images, with virtually unlimited variety in its colors and designs.



