Best clustering software for free download

MailScan 4 for SMTP Servers is for customers using Linux, Unix, Novell or other non-Windows platforms on their e-mail Server. MailScan for SMTP Servers works on a Windows machine and acts like a Security Gateway between your Mail Server and the Internet. It also has an inbuilt multi-threaded SMTP Server and a POP3 Downloader. Features specific to MailScan 4 for SMTP Servers - Realtime Blackhole list (RBL): MAPS (Mail Abuse Prevention System) provides a list of IP addresses that are known Spammers or allow spamming. This list is called as Black hole list. When your SMTP Server, receives a mail from a domain, not on its allow domain list, you can send a query to MAPS Server which verifies the IP. Dial-Up Users (DUL): Spammers sometimes use stealth mail tactics when their initial Spam attempts are blocked. They use a dial-up-service (DUL) provider to connect their Spam mail service, to the SMTP Server. This is trespassing on your MailServer and the MAPS DUL project helps in identifying and stopping Spam. The project has a list of DUL users who are known Spammers. To verify if the request for connection to your SMTP Server is genuine, you can send a query to dialups.mail-abuse.org. The request is verified and returned. Reverse DNS: MailScan for SMTP server will do reverse DNS for each connecting IP to verify their IP when other users try to connect to your server. User level routing/forwarding: It provides routing and forwarding of mails on user level. Mailparking and Mail delay: This feature provides Delay for Outbound Mails It also allows you to select the size of e-mails that should be parked or delayed and set the time duration. Mailsize Restriction: It provides Mailsize restriction on gateway level. Clustering: This feature is useful to ISP or Servers that receive a large number of mails that need to be scanned. FREE 24/7 ONLINE SUPPORT.

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Freeware for fast training, validation, and application of regression/approximation networks including the multilayer perceptron (MLP), functional link network, and piecewise linear network. The self organizing map (SOM) and K-Means clustering are also included. Fast pruning algorithms create and validate 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 training error and cluster formation are included. Extensive help files are provided in the software.
Numap7 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 Numap7 limits the MLP to 10 hidden units and limits the PLN to 10 clusters. Upgradable to commercial versions which lack these limitations. 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, and by Neural Decision Lab LLC.


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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.


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ChemDBsoft is chemical database software for management of chemistry databases of any size.

Data management features include: free structure drawer, 70+ template structures, fast and easy database creation, simple data views and browsing, easy database updates, import and export into various formats such as SDF and MOL, searches by structure and substructure, multiple database searches, multi-condition searches, duplicate removal, database comparison by any data field, barcode reader module, chemical web server for exposure of chemistry databases on the Internet.

Import/Export formats supported: SDF, MOL, JC, JCAMP, TXT, LST, and NIST MS

Calculation and prediction tools include: prediction of lipophilicity, solubility and the corresponding pH-dependent profiles and drug absorption (QSAR properties LogP, LogC, LogSw/Solubility and FA/absorption); diversity and similarity analysis; high-throughput screening and combinatorial chemistry module; MASS/NMR/IR spectra management;

Glossary of Chemicals: searchable database of more than 20,000 chemicals with names and structures. It can work with either Light or Standard versions of ChemDBsoft.

Routines for Synthesis Planning: material balance, composition, charge estimation, concentrations, dilution of solvents.

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SQL-RD saves time and money by allowing you to schedule and manage MS SQL Reporting Services Reports on numerous servers from a single application. It exports your RS reports to multiple printers, FTP, Secure FTP, email, folders, FAX and SMS. Choose to output to doc, xls, rtf, wk*, dbf, htm, mhtm, pdf and more. Use standard frequencies like daily, weekly, mothly, or set up your own custom calendars and exception calendars. Dynamic schedules provide an unmatched feature for linking and automating reports, data and destinations. It integrates seamlessly with Outlook and Exchange Server. Use Event-Based schedules (triggers) to fully automate your business processes whether they are report-related or not. SQL-RD features a feature-rich intuitive user interface, Folder Housekeeping, Clustering, PDF, PGP, Excel and Zip security, and an NT (Windows) service scheduler. It is fully compatible with SSRS 2000 and SSRS 2005.

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CRD is an application for Windows that saves time and money by making it easy to define single or packages of Crystal reports, schedule and run them automatically, and send the reports to print, fax, disk, or email in a number of standard formats.

Simply set up a schedule stating how often you would like each report to run, whether you'd like the output in Word, Excel, HTML, RTF, Acrobat, RPT, text format, and more and who it should be sent to.

It's easy to schedule reports to run at a specific date and time, or to run them hourly, daily, weekly, or monthly - or when spcified events occur

The same report can be scheduled to be run multiple times with different parameters, formats, frequencies, and destinations.

By automating repetitive reporting tasks, CRD ensures that reports are created and distributed when needed, without error, and without costly support time.

CRD's familiar Explorer-like interface makes it easy to define and schedule report packages. The context (right-click) menus and full copy-and-paste support make it easy to create complex distribution schedules.

Features include the ability of Windows NT4/2000/XP users to run CRD as a service, a improved intuitive user interface, a comprehensive scheduler that lets you create reports at any frequency, and send them to print, fax, disk, or email (using SMTP, MAPI, and CRDMail), a wide range of export formats, dynamic database functionality, custom frequency calendars, a built in address book, bulk printing, ftp folder output, single and ranges of parameters, conditional scheduling, group bursting, multi-threading, clustering and lots more.

Whether you're spending too much time running and distributing Crystal Reports output to line managers, or you need to provide corporate management with tailored reports on a regular schedule, CRD gives you the tools that you need.

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CRD is an application for Windows that saves time and money by making it easy to define single or packages of Crystal reports, schedule and run them automatically, and send the reports to print, fax, disk, or email in a number of standard formats.

Simply set up a schedule stating how often you would like each report to run, whether you'd like the output in Word, Excel, HTML, RTF, Acrobat, RPT, text format, and more and who it should be sent to.

It's easy to schedule reports to run at a specific date and time, or to run them hourly, daily, weekly, or monthly - or when spcified events occur

The same report can be scheduled to be run multiple times with different parameters, formats, frequencies, and destinations.

By automating repetitive reporting tasks, CRD ensures that reports are created and distributed when needed, without error, and without costly support time.

CRD's familiar Explorer-like interface makes it easy to define and schedule report packages. The context (right-click) menus and full copy-and-paste support make it easy to create complex distribution schedules.

Features include the ability of Windows NT4/2000/XP users to run CRD as a service, a improved intuitive user interface, a comprehensive scheduler that lets you create reports at any frequency, and send them to print, fax, disk, or email (using SMTP, MAPI, and CRDMail), a wide range of export formats, dynamic database functionality, custom frequency calendars, a built in address book, bulk printing, ftp folder output, single and ranges of parameters, conditional scheduling, group bursting, multi-threading, clustering and lots more.

Whether you're spending too much time running and distributing Crystal Reports output to line managers, or you need to provide corporate management with tailored reports on a regular schedule, CRD gives you the tools that you need.

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