Build a team that gets better with every project.

Probabl turns individual contributions into shared team assets — enforcing standards, preserving institutional knowledge, and compounding team performance over time.

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Why teams choose Probabl?

Probabl is the official steward of the scikit-learn ecosystem, operated by contributors and maintainers.
We don’t replace your tools. We help your team use them the way they were designed to be used — across projects, people, and time.

Our work is grounded in:

  • How scikit-learn is meant to be used in practice
  • ML practices that scale beyond individual notebooks
  • Open-source, vendor-neutral principles
  • Long-term maintainability over shortcuts

Because you are accountable for more than models

As a Data Science Team Lead, you don’t just deliver models — you shape how machine learning is done across your team. Probabl helps you turn that responsibility into leverage.

Get in touch today

Fill out the form to share your organisation's needs, and we’ll get back to you.

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Guillaume Lemaitre
Scikit-learn co-founder

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Yankel Ducret
Data Science Director

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Gaël Varoquaux
Research Director at Inria