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Fast Artificial Neural Network Library 2.1.0 Beta

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February 19 2012

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Fast Artificial Neural Network Library 2.1.0 Beta


Description

Fast Artificial Neural Network Library is a multi-layer artificial neural network library. Fast Artificial Neural Network Library implements artificial neural networks in C with multilayer support for both fully connected and sparsely connected networks.Cross-performance platform for fixed and floating point are supported. It includes a framework to facilitate the handling of sets of training data. It is easy to use, versatile, well documented and easy. PHP, Python, Delphi and Mathematica bindings are available.Here are some key features of "Fast Artificial Neural Network Library": · Multilayer Artificial Neural Network Library in C · Backpropagation training (RPROP, Quickprop, Batch, Incremental) · Evolving topology training built dynamically and trains the ANN (Cascade2) • Easy to use (create, train and run an ANN with only three function calls) · fast (up to 150 execution times faster than other libraries ) · Versatile (possible to adjust many parameters and features on-the-fly) · well documented (An easy to use reference manual, a 50 + University report a page describing the considerations of execution, etc. and a section introduction) · cross-platform (configure script for Linux and UNIX, Windows DLL files, project files for MSVC + + and Borland compilers are also reported to work) · Several functions of activation different implementations (including linear functions step by step for this extra bit of speed) • Easy to save and load entire ANNs Several • Easy to use examples (simple train example and simple test example) can · use both floating point and fixed point numbers (actually both float, double and INT are available) · Cache optimized (for that extra bit of speed) · Open source (LGPL) · Framework easy handling of training data sets · GraphiCal interface * C + + bindings · PHP Extension · · Delphi Python bindings Bindings ·. NET Bindings · Mathematica Extension Extension · Octave · Ruby Bindings · Pure Data Bindings · Debian package


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