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Showing posts from May, 2016

Word vector

We present a word vector using in deep learning. A definition and a co-occurence matrix of word vector are briefly introduced. word vector

Exponential family distribution

A summary report about exponential family distribution. In particular, the definition about exponential family and its properties (i.e. convexity, mean and variances, sufficiency, conjugate prior) are presented in the report.  Exponential family distribution