EU Sovereignty Score
Self-hosted / open sourceAIHeadquarters: FR

scikit-learn: sovereignty score and 8 European alternatives

scikit-learn is an open-source machine learning library for Python. It provides tools to build, train and evaluate predictive models and is used for data analysis and research. The library is distributed as a Python package that users install on their own computers or servers, under the BSD 3-Clause licence.

The project is developed by a community of contributors, with a maintainers team and a published governance document. Probabl, a company whose registered office is in Paris, France, stewards the project and provides financial support, and the French national research institute INRIA holds the copyright on work done by its employees. Because the library runs locally and is not a service operated by a vendor, an organisation decides for itself where its data is processed. For European organisations this is an open option that they can operate under their own control.

Sovereignty score
94 / 1000 = high exposure
100 = sovereign
  • Jurisdiction SOV-2100
    Headquartered in the EU: European law applies
  • Data residency SOV-3100
    EU-only hosting
  • Cryptographic key sovereignty SOV-390
    Self-hostable: encryption keys under your own control
  • Freedom from lock-in SOV-680
    Open source: low switching costs
  • Source & runtime sovereignty SOV-4 · SOV-6100
    Source code auditable, forkable and self-hostable

SOV codes: the matching objective in the European Commission's Cloud Sovereignty Framework. Official source

How the score is calculated

Facts and evidence

Last checked October 12, 2026
Headquarters
FR (EU)Verified by hand
Sovereignty model
Open-source, distributedVerified by hand
Data hosting
EUVerified by hand
Open-source
YesVerified by hand
GDPR-compliant
NoVendor-stated
Category
Type
Product
Website

How we verify · Something wrong? Suggest a correction

Top EU-based & GDPR-compliant alternatives to scikit-learn

The European alternatives to scikit-learn come from our knowledge base of over 7,800 vendors. We only list vendors headquartered in the EU or the EEA; fully European-owned vendors rank before vendors with a foreign owner. For each alternative you see the country, the open-source status and a short description.

Score per alternative: 0 = high exposure, 100 = sovereign

69 European AI vendors are in the catalogue. View the whole category · Submit an alternative · View category on the map

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Why digital sovereignty matters with scikit-learn

scikit-learn is headquartered in FR and therefore falls under European law: the GDPR, NIS2 and the Data Act. No foreign legislation can compel access to your data.

Data is hosted exclusively in the EU, so scikit-learn scores best on data residency.

scikit-learn is open source. You can audit the source code, self-host the software and keep the encryption keys under your own control. Switching is easier because data and software are not tied to a single party.

What this means for your organisation depends on your whole stack and context. The free assessment weighs scikit-learn together with your other vendors and gives a total score, a heatmap and the main risk drivers.

Frequently asked questions

What is the best European alternative to scikit-learn?

It depends on your use case. Strong EU alternatives to scikit-learn include Acapela Group, Aleph Alpha and Almato. On this page you can compare 8 EU alternatives by jurisdiction, data residency and open-source status.

Are there open-source alternatives to scikit-learn?

Yes. Open-source EU alternatives to scikit-learn include Apertus. These keep your data fully under your own control and let you self-host if you want to.

Is scikit-learn GDPR-compliant and where is the data hosted?

scikit-learn is headquartered in FR (EU) and hosts data in EU. It is also open-source, so you can self-host it. That makes scikit-learn an EU-sovereign choice in its own right; the EU alternatives on this page are comparable European tools.

Details and sources

Verified by handHeadquarters, owner, hosting locations and licence have been checked by us against public sources. Free of charge and for every vendor, not a paid label. Nothing in this knowledge base is taken over automatically. Last checked on October 12, 2026.

Sources

Public sources used in the latest check of this record.

Compliance evidence

The links below point to the vendor's own public documents. We only record what we found: a missing link means "not found publicly", not "not compliant".

No public compliance evidence has been recorded for this vendor yet. Do you know its DPA or subprocessor list? Something wrong? Suggest a correction

Digital sovereignty in AI

AI: Artificial intelligence — large language models, translation, generative AI. In this category the choice of vendor determines who has legal access to your data, where that data lives and how easily you can switch later.

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8 European alternatives to scikit-learn — GDPR-compliant & EU-hosted · EU Sovereignty Score