Archives for pipeline evaluation
Orchest is a tool that can be utilized for building machine learning pipelines. Using this library we can build pipelines in a visualized manner using the Orchest provided user interface. One of the best things about this tool is it doesn't require any third-party integration or DAGs.
Once the AI/ML model is built, researchers spend a considerable amount of time to come up with different parameters on which that model should be evaluated. Evaluation methods are problem-specific. Recently, Stanford University along with Salesforce Research and UNC-Chapel Hill has proposed a system for the evaluation of NLP pipelines, commonly referred to as Robustness…
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