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Model parameter selection will become increasingly automated — model deployment entirely so.
The scheme, known as the Safety Pilot Model Deployment project, offers a potential blueprint for the future of road transport.
Model development (training and validation) and model deployment (making predictions) are two completely different tasks.
In some sense, this is analogous to the distinction between model development and model deployment.
Participants additionally highlighted the need for direct model deployment and execution (component binaries, execution scripts, etc).
According to Hestenes, the games of scientific explanation and prediction are key facets of model deployment.
The model deployment is a repeated activity throughout the remainder of the lifecycle of the QSAR model.
Orosz is now conducting a safety pilot model deployment with about 3,000 vehicles equipped with the technology that broadcasts their GPS location and speed every 100 milliseconds.
The goals for our continued development are to simplify the developer experience, and enable model deployment for a range of mobile and embedded devices".
The company decided to make this a standard and to open source it to try and move machine learning model deployment forward.
One case study focuses on occupancy model deployment options in the context of simulation-based predictive building systems control.
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