MLJAR Studio Changelog

Version 1.0.7

March 27, 2026

Markdown rendering reliability, structured AutoML prompting, and AutoLab scoring consistency

MLJAR Studio 1.0.7 improves conversational notebook rendering and markdown reliability, updates AutoML guidance toward `report_structured()` usage, and refines AutoLab prompting for more stable metric interpretation across iterations.

Highlights

Improved conversational notebook rendering and markdown reliability, including safer handling of currency-style `$` text
Updated prompts and guidance so generated MLJAR AutoML examples use `report_structured()` in a notebook-friendly way
Refined AutoLab experiment prompting to improve metric interpretation consistency
Reduced unstable scoring behavior across AutoLab iterations and added additional chat UX robustness polish

Improved

  • Improved conversational notebook rendering and markdown reliability, including safer handling of currency-style $ text in assistant answers.
  • Updated prompts and guidance around MLJAR AutoML usage so generated examples use report_structured() in a notebook-friendly way.
  • Refined AutoLab experiment prompting to improve consistency around metric interpretation.
  • Added additional UX and robustness polish across notebook chat flows to keep outputs cleaner and easier to trust.

Fixed

  • Reduced unstable scoring behavior across AutoLab iterations by tightening prompt behavior around metric interpretation and response quality.