Evaluate IBM OpenDsStar as replacement for DS-Star implementation

[jsboige]

Context

The DS-Star / MLE-Star notebook series (Day5-DS-Star, Day6-MLE-Star in ML/DataScienceWithAgents/AgenticDataScience/) currently implements the DS-Star concept based on an independent reimplementation, likely from https://github.com/JulesLscx/DS-Star.

IBM has now released OpenDsStar, an official open-source implementation of the DeepMind DS-Star publication (which was published without code):

• IBM repo: https://github.com/IBM/OpenDsStar
• Original independent impl: https://github.com/JulesLscx/DS-Star

Task

1. Compare both implementations:

   • Architecture quality, code maturity, test coverage
   • Completeness vs the original DeepMind paper
   • API design and extensibility
   • Documentation quality

2. Evaluate integration opportunity:

   • Can IBM's OpenDsStar replace the current DS-Star code in our notebooks?
   • What would need to change in Lab10, Lab11, Lab12 (Day5-DS-Star)?
   • What about Lab13-Lab16 (Day6-MLE-Star)?

3. Decision criteria:

   • IBM's implementation is likely more robust (corporate backing, peer review)
   • But verify: does it cover the same scope as our current notebooks?
   • Migration effort vs quality gain

Affected notebooks

• ML/DataScienceWithAgents/AgenticDataScience/Day5-DS-Star/Lab10-File-Analyzer.ipynb
• ML/DataScienceWithAgents/AgenticDataScience/Day5-DS-Star/Lab11-Planner-Coder-Loop.ipynb
• ML/DataScienceWithAgents/AgenticDataScience/Day5-DS-Star/Lab12-DS-Star-Workshop.ipynb
• ML/DataScienceWithAgents/AgenticDataScience/Day6-MLE-Star/Lab13-Web-Search-SOTA.ipynb
• ML/DataScienceWithAgents/AgenticDataScience/Day6-MLE-Star/Lab14-Ablation-Refinement.ipynb
• ML/DataScienceWithAgents/AgenticDataScience/Day6-MLE-Star/Lab15-MLE-Star-Paper.ipynb
• ML/DataScienceWithAgents/AgenticDataScience/Day6-MLE-Star/Lab16-MLE-Star-Workshop.ipynb

[jsboige]

🔔 Stale — 33 jours sans activité. Evaluate IBM OpenDsStar — toujours d'intérêt ou wontfix?

[jsboige]

Candidat fermeture: IBM OpenDsStar est une évaluation de niche. Aucune activité en 33 jours. Si jamais le besoin apparaît, l'issue peut être recréée avec plus de contexte.

[jsboige]

🔔 Stale — 33 jours. Evaluation d'IBM OpenDsStar comme replacement pour DS-Star.

Recommandation: Fermer. Evaluation d'outil unique qui n'a pas été suivie. Si le besoin de remplacer DS-Star réapparaît, recréer une issue avec le contexte actuel.