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Volume 50: Conference on Predictive APIs and Apps, 6-7 August 2015, Sydney, Australia

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Editors: Louis Dorard, Mark D. Reid, Francisco J. Martin

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Contents:

Preface

Preface

Louis Dorard, Mark D. Reid, Francisco J. Martin; PMLR 50:i-vi

Accepted Papers

AzureML: Anatomy of a machine learning service

AzureML Team; PMLR 50:1-13

Deploying high throughput predictive models with the actor framework

Brian Gawalt; PMLR 50:15-28

Protocols and Structures for Inference: A RESTful API for Machine Learning

James Montgomery, Mark D. Reid, Barry Drake; PMLR 50:29-42

The Past, Present, and Future of Machine Learning APIs

Atakan Cetinsoy, Francisco J. Martin, José Antonio Ortega, Poul Petersen; PMLR 50:43-49

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