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get basic onnx export working#30

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ChristopherGS wants to merge 24 commits intomastertrainindata/testing-and-monitoring-ml-deployments:masterfrom use-onyxtrainindata/testing-and-monitoring-ml-deployments:use-onyxCopy head branch name to clipboard

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Commits on Jan 30, 2020

• Create notebooks

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• Unit Testing Production ML Code - Code Overview

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• Unit Testing Production ML Code - Test Preprocessing

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• Unit Testing Production ML Code - Test Config

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• Unit Testing Production ML Code - Test Input Validation

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• Unit Testing Production ML Code - Test Model Quality

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• Unit Testing Production ML Code - Add Tooling

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• Integration Testing Production ML Code - Initial Setup

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• Integration Testing Production ML Code - Create Integration Tests

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• Advanced Testing Production ML Code - Create Differential Tests

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• Advanced Testing Production ML Code - Create Differential Tests In Docker

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• Shadow Mode ML Code - Initial Setup

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• Shadow Mode ML Code - Implementation and Tests

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• Shadow Mode ML Code - Asynchronous Implementation

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• Shadow Mode ML Code - Populate DB Script

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• Shadow Mode ML Code - Analyse Results (#18)

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• Monitoring with Prometheus - Basic Setup

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• Monitoring with Prometheus - Add Simple Metrics

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• Monitoring with Prometheus - Setup Grafana

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• Monitoring with Prometheus - Basic Infrastructure Metrics

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• Monitoring with Prometheus - Instrument Project API

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• Monitoring with Prometheus - Build Grafana Dashboards for Model

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• Monitoring Logs with the Elastic Stack - Basic ELK Setup

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• get basic onnx export working

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