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projects:sgd [leon.bottou.org]
Learning algorithms based on Stochastic Gradient approximations are known for their poor performance on optimization tasks and their extremely good performance on machine learning tasks (Bottou and Bousquet, 2008). Despite these proven capabilities, there were lingering concerns about the difficulty of setting the adaptation gains and achieving robust performance. Stochastic gradient algorithms ha
Speech Signal Processing Toolkit (SPTK)
Speech Signal Processing Toolkit (SPTK) Version 3.11 December 25, 2017 The Speech Signal Processing Toolkit (SPTK) is a suite of speech signal processing tools for UNIX environments, e.g., LPC analysis, PARCOR analysis, LSP analysis, PARCOR synthesis filter, LSP synthesis filter, vector quantization techniques, and other extended versions of them. This software is released under the Modified BSD l
opal - C++ implementation of online learning with kernel slicing
License (except test directory): GNU GPLv2, LGPLv2.1, and BSD; or e-mail me for other licenses you want. NOTE: The distribution includes in test directory the labeled examples for a transition-based dependency parser and hyponymy relation identification, all of which are used in the paper. Download & Setup > wget http://www.tkl.iis.u-tokyo.ac.jp/~ynaga/opal/opal-latest.tar.gz > tar zxvf opal-lates
Lire | SemanticMetadata.net
An Open Source Java Content Based Image Retrieval Library The LIRE (Lucene Image REtrieval) library provides a simple way to retrieve images and photos based on their color and texture characteristics. LIRE creates a Lucene index of image features for content based image retrieval (CBIR). Several different low level features are available, such as MPEG-7 ScalableColor, ColorLayout, and EdgeHistogr
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