Share

More
Fast Artificial Neural Network Library Icon

Fast Artificial Neural Network Library

by looksirdroids


Fast Artificial Neural Network Library (FANN) implements multilayer artificial neural networks in C. It is cross-platform, easy to use, versatile, well documented and fast. C++, PHP, PERL, Python, Delphi, .NET, Mathematica bindings and a GUI is available


http://fann.sourceforge.net





Separate each tag with a space.

Ratings and Reviews

  • Thumbs up:

    11
  • Thumbs down:

    1
91% of 12 users recommend this project
  • Thumbs up

    Excellent ANN library. Fast, small, versatile, no bloat!

    posted by anonymous 30 days ago
    If you'd like to rate this review, please log in.

View all reviews

Project Feed

  • Code committed

    gomxy committed patchset 593 of module fann to the Fast Artificial Neural Network Library CVS repository, changing 5 files

    posted by gomxy 132 days ago

  • fann 2.0.0 file released: FANN-Squeak-Linux.mcz

    libfann (2.0.0) stable; urgency=low * Added Delphi bindings * Cascade training * Momentum parameter * Steepness and activation function available for single neurons * New documentation * Removed some depricated functions * New set of fann_create functions * Altered the way the callback function works * Training can be stopped by counting the number of datasets that fail instead of just MSE * Fixed a memory leak when copying training data * More activation functions * Enums used instead of integers for several parameters. * Possebility to set default logging facility * All parameters are saved to configuration file and not just the parameters needed to execute the ANN * More readable configuration file * Visual Studio .Net Project Files * Borland C++ Builder 6.0 Project files -- Steffen Nissen <sn@leenissen.dk> Fri, 06 Jan 2006 23:13:30 +0100 libfann (1.2.0) stable; urgency=low * Fixes for better compability with different compilers * Shortcut connections that skip layers * Changed version of save fileformat * fann_print_connections function * More activation functions * Batch training * RPROP training (default) * Quickprop training * fann_get_training_algorithm and fann_set_training_algorithm functions * fann_test_data function * fann_print_parameters function * Renamed some functions and variables to avoid confusion of terms (kept deprecated functions) -- Steffen Nissen <lukesky@diku.dk> Sat, 09 Oct 2004 11:13:22 +0200 libfann (1.1.0) stable; urgency=low * Error checking when allocating memory * Debian package * RPM package * Added pkg-config * Deallocate correctly in case of an error * Renamed fann_get_error to fann_get_MSE (keeping old one for now) * Renamed fann_reset_error to fann_reset_MSE (keeping old one for now) * Rearanged some code for easy access by the newly created fann php module * Defined more activation functions and documented the old (in fann_activation.h) * Customize error output * Added fann_set_error_log, fann_shuffle_train_data, fann_merge_train_data, and fann_duplicate_train_data, fann_init_weights * Added python bindings * Created DocBook XML documentation, including API reference * Rearanged files for easier development * Added MSVC++ project files -- Steffen Nissen <lukesky@diku.dk> Wed, 31 Mar 2004 21:19:32 +0200 libfann (1.0.5) stable; urgency=low * Added a new constructor * Added a callback function for output during training * Changed compile parameters for further performance * Error value not set to zero after training * Thanks to Evan Nemerson for some of these patches -- Steffen Nissen <lukesky@diku.dk> Tue, 06 Jan 2004 20:51:34 +0100 libfann (1.0.4) stable; urgency=high * Bugfix concerning default activation function -- Steffen Nissen <lukesky@diku.dk> Thu, 11 Dec 2003 12:42:41 +0100 libfann (1.0.3) stable; urgency=low * Added FANN_SIGMOID_STEPWISE activation function (faster) * Moved files around and altered some files for easyer benchmarking * Added a benchmark pdf file, benchmarking the new behavior. * Better compability with non gnu compilers (should work off the shelf) -- Steffen Nissen <lukesky@diku.dk> Tue, 09 Dec 2003 23:30:45 +0100 libfann (1.0.2) stable; urgency=low * Added configure script * Moved files around, to make the transition to configure more easy * Removed other versions of documentation than pdf -- Steffen Nissen <lukesky@diku.dk> Thu, 13 Nov 2003 11:06:47 +0100 libfann (1.0.1) stable; urgency=high * Bugfix concerning steepness parameter * Moved some files around * Added the changelog -- Steffen Nissen <lukesky@diku.dk> 3 Nov 2003 libfann (1.0) stable; urgency=high * Initial release of full functioning library -- Steffen Nissen <lukesky@diku.dk> 1 Nov 2003

    posted 183 days ago

  • File released: /fann/2.0.0/FANN-Squeak-Linux.mcz

    posted 183 days ago

  • Project Information Updated

    looksirdroids changed the public information on the Fast Artificial Neural Network Library project

    posted by looksirdroids 196 days ago

  • Project Information Updated

    looksirdroids changed the public information on the Fast Artificial Neural Network Library project

    posted by looksirdroids 196 days ago

  • Project Information Updated

    looksirdroids changed the public information on the Fast Artificial Neural Network Library project

    posted by looksirdroids 196 days ago

  • Project Information Updated

    looksirdroids changed the public information on the Fast Artificial Neural Network Library project

    posted by looksirdroids 196 days ago

  • Project Information Updated

    posted by looksirdroids 196 days ago

  • Tracker artifact added

    Anonymous created the cluster training? artifact

    posted by nobody 209 days ago

  • Tracker artifact added

    Anonymous created the convolutional network artifact

    posted by nobody 209 days ago

Rate and Review

Would you recommend this project?






<

Related Projects

Fast Artificial Neural Network Library Actions

Thanks for your rating!

Would you also like to write a review?





Skip Review