Project details for A Pattern Recognizer In Lua with ANNs

Logo A Pattern Recognizer In Lua with ANNs v0.3.1-alpha

by pakozm - January 9, 2014, 22:09:03 CET [ Project Homepage BibTeX Download ]

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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 hidden markov models (HMMs) among others. Additionally, in experimental stage, it is possible to perform automatic differentiation, for advanced machine learning research.

Changes to previous version:

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.

BibTeX Entry: Download
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


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