Machine-Learning

Aeromancy

Framework for reproducible AI and ML experiments

Status
UnmaintainedNo commits in 690 days.
Last checked
Checked · Oct 5, 2026
License
Open source
Pricing
Free tier
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What it is

Aeromancy is a Python-based framework designed to facilitate reproducible AI and machine learning experiments. It emphasizes reproducibility in data science by providing tools to manage and document experiments effectively. The framework supports reproducible research practices, making it easier for data scientists to share and validate their work. Aeromancy is open-source under the Apache-2.0 license, and it is actively maintained with a focus on improving reproducibility in scientific computing.

Strong emphasis on reproducibility in AI and ML experiments.

When it fits — and when it doesn’t

A good fit for

  • Academic research projects

    Emphasizes reproducibility, which is crucial for academic validation.

  • Data science teams focusing on reproducibility

    Provides tools to ensure experiments can be reliably reproduced.

Look elsewhere if

  • Large-scale enterprise deployments

    Emerging tool with limited community support and contributors.

  • Non-Python environments

    Designed specifically for Python, limiting use in other programming environments.

Known weaknesses

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

  1. 01

    Limited community engagement

    Only 11 stars and 3 watchers on GitHub.

  2. 02

    Few contributors

    Only 3 contributors listed on GitHub.

  3. 03

    High number of open issues

    23 open issues on GitHub.

What it does well

  • Focus on reproducibility

    Includes features for managing experiment metadata and dependencies.

  • Open-source with Apache-2.0 license

    Available on GitHub with an open-source license.

  • Python-based

    Written in Python, a popular language for data science.

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 Aeromancy

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

Open the setup guide →