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This skill streamlines the creation of professional scientific figures by automating the configuration of Matplotlib with TMLR (Transactions on Machine Learning Research) 2023 styling. It ensures all plots are formatted for high-impact academic journals, featuring LaTeX-rendered mathematical formulas, specific bounding box optimizations for PDF export, and standardized aesthetic defaults that eliminate the need for manual theme tweaking. By enforcing best practices like removing internal titles in favor of external captions, it helps researchers produce consistent, submission-ready graphics efficiently.
