Lightweight Inspection of Data Preprocessing in Native Machine Learning Pipelines

Keyphrases

• Machine Learning 100%
• Data Preprocessing 100%
• Machine Learning pipelines 100%
• Preprocessing pipeline 66%
• Politicians 33%
• Graph Representation 33%
• Popular 33%
• Python 33%
• Transformer 33%
• Directed Acyclic Graph 33%
• Data Science 33%
• Machine Learning Applications 33%
• Science Libraries 33%
• Impact-based 33%
• Data Issues 33%
• Code Instrumentation 33%
• Annotation Propagation 33%

Computer Science

• Machine Learning 100%
• Data Preprocessing 100%
• Graph Representation 20%
• Annotation 20%
• Directed Acyclic Graph 20%
• Science Library 20%