Intro to Knitting Boar

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jpatanooga edited this page Nov 22, 2012 · 2 revisions

General Overview

Parallel Stochastic Gradient Descent
locking of global parameter vector between updates
Workers receive a new global parameter vector after each batch update
Integrates with HDFS
Uses Mahout primitives, based on Mahout's OnlineLogisticRegression