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@T3-Lab

T3-Lab

README.md

T3-Lab (The Thousand Thoughts Lab)

A modular AI/ML ecosystem currently focused on statistical validation and intelligent model recomendation.

Vision

To build a modular and extensible ecosystem for machine learning workflows, from data validation to model recomendation and deployment.

Core projects

  • sancheck (Sanity Check) Statistical sanity checker for datasets. Ensure data quality before modeling.

  • hemore (Heuristic Model Recomender) (coming soon) Heuristic-based model recomender. Suggests suitable ML models based on data characteristics.

Principles

  • Modular design
  • Reproducibility
  • Practical machine learning
  • Developer-friendly tooling

Roadmap

  • Expand statistical diagnostics (SanCheck)
  • HeMoRe development
  • Build deployment pipeline tools

Built and maintained as part of an evolving AI/ML research and engineering journey.

Popular repositories Loading

  1. t3-nexgml t3-nexgml Public

    NexGML or Next Generation Machine Learning, modular library for machine learning

    Python 3 1

  2. t3-sancheck t3-sancheck Public

    SanCheck or Sanity Check, a lightweight tool for performing statistical sanity checks on ML datasets

    Python

  3. .github .github Public

    Shared configurations, templates, and community standards for T3-Lab

Repositories

Showing 3 of 3 repositories

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