Sentence examples for machine learning workflow from inspiring English sources

Next, to assess the individual and combinatorial predictive power of the top-ranked features, we developed a supervised machine learning workflow by integrating six state-of-the-art machine learning models and several types of features.

Fig. 1 Supervised machine learning workflow.

Chapter 2 presents core machine learning workflow and the most effective machine learning techniques.

He says as his team dug into the machine learning workflow, they found a gap.

These projects have been designed to aid researchers and practitioners in all aspects of a typical data analysis or machine learning workflow.

The new one can also be used for training machine learning models, a significant part of the machine learning workflow all within this single, powerful chip.

End-to-end data analysis involves frequent iteration through human-mediated processing steps such as formulating queries or machine learning workflows, enriching and cleaning data, and manually examining, visualizing, and evaluating the output of the analysis.

Together with the separated network definition, this was found to result in a more agile and flexible way of designing and implementing complex machine learning workflows.

Pipelines are essentially containerized building blocks that people in the machine learning ecosystem can string together to build and manage machine learning workflows.

The promise of these Google-designed chips is that they can run specific machine learning workflows significantly faster than the standard GPUs that most developers use today.

Compared with KNIME, the SciLuigi solution presented here provides three additions of vital importance for machine learning workflows in drug discovery: HPC support, ability to create a library of custom, re-usable components and detailed audit trails.