SapientML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions — mentioned by timhigins

Fri, 29 Sep 2023 13:54:07 GMT

Any reason for using the term "generative", which may confuse readers and imply generative AI/LLMs? It's a traditional tabular autoML system, though it does learn pipelines from a corpus of Kaggle solutions, and generates pipelines with a "three-stage program synthesis approach" [1]. https://arxiv.org/pdf/2202.10451.pdf

Paper and discussion history. A mention is not an endorsement.

SapientML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions · HackerPapers discussions

SapientML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions — mentioned by timhigins