To do this, the service brings together a variety of existing and new products that allow you to build a full data pipeline to pull in data, label it (with the help of a new built-in labeling service) and then either use existing classification, object recognition or entity extraction models, or use existing tools like AutoML or the Cloud Machine Learning engine to train and deploy custom models.
In this section, two main bodies of literature are examined; one dealing more generally with model comprehensibility; the other, with existing tools for model documentation and transparency.
We describe physical models of damped vibrations of MEMS, including anchor loss and thermoelastic effects which are widely recognized as important, but not modeled in generality by existing tools.
Nevertheless, component developers are not sufficiently supported by existing tools to model and implement such features.
A critical analysis of the available engineered nanomaterials (ENMs) environmental fate modelling approaches indicates that existing tools do not satisfactorily account for the complexities of nanoscale phenomena.
The modelling and simulation capability of existing tools such as ADvanced VehIcle SimulatOR ADVISORR) is demonstrated through application examples.
The tool was developed on a theoretical basis with reference to existing tools and models and it collects four types of human factors information including (a) the action errors occurring immediately prior to the incident, (b) error recovery mechanisms, in the case of near misses, (c) the thought processes which lead to the action error and (d) the underlying causes.
By using a community-based tool repository, researchers will be able to quickly build new models, create derivative works, improve existing tools, and share their work with their team and other teams.
Like existing tools, mzRefinery models mass measurement error based on peptide identifications and finds the optimal calibration function.
The resulting models exhibit significant performance improvement in comparison with other existing tools.
