Machine-Learning

Aerosolve

A machine learning package built for humans.

Status
Not yet determined
Last checked
Checked · Oct 5, 2026
License
Open source
Pricing
Free tier
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What it is

Aerosolve is an open-source machine learning library primarily written in Scala. It is designed to simplify the process of building machine learning models, making it accessible to developers with varying levels of expertise. The tool supports a variety of machine learning algorithms and is particularly focused on ease of use and interpretability. With a moderate number of contributors and a stable number of open issues, Aerosolve is a reliable choice for developers looking to integrate machine learning capabilities into their applications.

Emphasis on interpretability of machine learning models.

When it fits — and when it doesn’t

A good fit for

  • Developers familiar with Scala

    The tool is written in Scala, making it easier to integrate for those with Scala expertise.

  • Projects requiring model interpretability

    Aerosolve's focus on interpretability makes it ideal for projects where understanding model decisions is crucial.

Look elsewhere if

  • Developers needing support for languages other than Scala

    The tool's primary language is Scala, limiting its use for those who prefer other languages.

  • Teams requiring frequent updates

    The lack of recent commits may be a concern for projects needing active development.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited language support

    Primarily written in Scala.

  2. 02

    Moderate number of open issues

    10 open issues on GitHub.

  3. 03

    No recent commits

    Last commit was in July 2025.

What it does well

  • Open-source with Apache-2.0 license

    The GitHub repository is publicly available under the Apache-2.0 license.

  • Focus on interpretability

    Designed to make machine learning results understandable to non-experts.

  • Active community

    38 contributors and regular updates.

Pricing

Free tier
Yes
Paid from
—
Model
N/A
Enterprise plan
No

Pricing last confirmed Oct 1, 2026.

Performance benchmarks

How Fast Is It?

Set up Aerosolve

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →