Project details for A Pattern Recognizer In Lua with ANNs

Logo A Pattern Recognizer In Lua with ANNs v0.3.0-beta

by pakozm - October 28, 2013, 22:20:13 CET [ Project Homepage BibTeX Download ]

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Description:

April-ANN toolkit (A Pattern Recognizer In Lua with Artificial Neural Networks). This toolkit incorporates ANN algorithms (as dropout, stacked denoising auto-encoders, convolutional neural networks), with other pattern recognition methods as hiddem makov models (HMMs) among others.

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux, Mac Os X
Data Formats: Ascii, Binary, Matlab, Tab Separated, Png, Pnm
Tags: Deep Learning, Machine Learning, Ann, Hmms, Viterbi
Archive: download here

Other available revisons

Version Changelog Date
v0.3.1-alpha

Added automatic differentiation package. Removed some bugs and memory leaks. Better decouplong between ANN modules, optimizer objects and loss functions. Addition of Conjugate Gradient, Rprop and Quickprop algorithms.

January 9, 2014, 22:09:03
v0.3.0-beta

Initial Announcement on mloss.org.

October 28, 2013, 22:20:13

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