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WARNING: This document describes an old version, v3. Here is the latest: CONTEXT v4. CONTEXT v3: Convolutional Neural Network and LSTM Code for Text Categorization Revision history May, 2016: Revised when v3.00 (corresponding to [3]) was released. In particular, Sections 4 and 5 were added for LSTM, and the description of memory usage in Section 7 was revised. September, 2015: Revised when v2.00 (
This software package provides implementation of the convex case (linear predictors) of stochastic variance reduced gradient (SVRG) described in [1]. Implementation of the non-convex case (neural network) is not included. The covtype dataset provided as sample data is originally from the UCI repository [2]. The provided files were generated by converting the LIBSVM scaled version downloadable at [
I worked for IBM T.J. Watson Research Center as Research Staff Member (which would be called Research Scientist elsewhere) until 2007. Since then I have been enjoying being an independent researcher. My early publications before May 11, 2007 are under my former name Ando. I have a PhD in Computer Science from Cornell University. Research interests: Machine learning. Jet's pictures Megan's pictures
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