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GraphLab A New Framework for Parallel Machine Learning

GraphLab A New Framework for Parallel Machine Learning

GraphLab A New Framework for Parallel Machine Learning. Yucheng Low Aapo Kyrola Carlos Guestrin. Joseph Gonzalez Danny Bickson Joe Hellerstein. Exponential Parallelism. Exponentially Increasing Parallel Performance. Exponentially Increasing Sequential Performance.

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769 views • 54 slides
Introduction to Artificial Intelligence LECTURE 2 : Intelligent Agents

Introduction to Artificial Intelligence LECTURE 2 : Intelligent Agents

Introduction to Artificial Intelligence LECTURE 2 : Intelligent Agents. What is an intelligent agent? Structure of intelligent agents Environments Examples. Intelligent agents: their environment and actions. Ideal rational agents.

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794 views • 21 slides
GraphLab A New Parallel Framework for Machine Learning

GraphLab A New Parallel Framework for Machine Learning

GraphLab A New Parallel Framework for Machine Learning. Carnegie Mellon Based on Slides by Joseph Gonzalez Mosharaf Chowdhury. The Need for a New Abstraction. Data-Parallel Graph-Parallel. Map Reduce. Pregel ( Giraph ). Feature Extraction. Cross Validation. Belief Propagation.

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320 views • 12 slides
Bar Simulation Game

Bar Simulation Game

Bar Simulation Game. By David Landeck and Mike Federico.

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170 views • 6 slides
Cross-Sectional Erosion

Cross-Sectional Erosion

Cross-Sectional Erosion. EPS 109 Aaron Yang. Equations/Methods. Compared/related various lowering rates, dependant on heights/position Updated initial surfaces with an update function L(soil) = (Pc* V c )/(Ps*As*T) Used PDE in order to simulate lateral diffusivity

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149 views • 4 slides

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