Life & fun · alternatives · 2026

24 alternatives to I open-sourced our internal tool for ML comparability/reproducibility

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. I open-sourced our internal tool for ML comparability/reproducibility launched in 2024; newer entries below may have overtaken it.

1. 1OM
   Open MLOps – Open-Source Production Machine Learning▲8

   2021 · datarevenue.com · its alternatives →

2. 2AC
   A curated collection of open-source ML projects▲5

   2017 · ml-showcase.com · its alternatives →

3. 3
   The Simplest ML API▲7

   2021 · doc.clickup.com · its alternatives →

4. 4
   BigML▲64

   Machine learning as a service - build predictive apps

   2014 · bigml.com · its alternatives →

5. 5IO
   I open-sourced the library I use to track ML experiments with GitHub▲5

   2024 · docs.cubyc.com · its alternatives →

6. 6
   TensorFlow 1.0▲80

   Open-source machine learning library by Google

   2018 · tensorflow.org · its alternatives →

7. 7
   OpenScience▲75

   The open-source AI workbench for scientific research

   27d ago · openscience.sh · its alternatives →

8. 8OS
   Open source ML Book: Learn ML by Reading Answers, Like SO▲6

   2021 · rentruewang.github.io · its alternatives →

9. 9AM
   Artifice - Making Machine Learning Transparent and Accessible▲8

   2023 · sotai.ai · its alternatives →

10. 10EV
    Efemarai – Visualizing and debugging ML models▲8

    2021 · efemarai.com · its alternatives →

11. 11MA
    MLflow – A platform for the complete machine learning▲5

    2018 · mlflow.org · its alternatives →

12. 12
    TWiML Talk #2 - Siraj Raval - How to Build Confidence as an ML Developer▲54

    How to approach a machine learning/AI project

    2016 · soundcloud.com · its alternatives →

13. 13AS
    A Simple, Serverless Machine Learning API▲7

    2019 · mlrequest.com · its alternatives →

14. 14SM
    Scaling ML to 8M users with 3 data scientists▲6

    2018 · medium.com · its alternatives →

15. 15
    TensorFlow▲17

    An Open Source Library for Machine Intelligence (by Google)

    2015 · tensorflow.org · its alternatives →

16. 16WB
    Web based automated machine learning platform free to download▲7

    2019 · intelec.ai · its alternatives →

17. 17AA
    Auger – A fully-hosted automated machine learning platform▲7

    2018 · auger.ai · its alternatives →

18. 18ML
    Machine Learning Development on Apple Platforms▲8

    2019 · nicholas-arner.squarespace.com · its alternatives →

19. 19
    Machine Learning▲6

    A Hands-On, Project-Based Introduction to Machine Learning

    2017 · amazon.com · its alternatives →

20. 20DM
    Dataturks – ML annotation tool and Verified Contract workers▲5

    2018 · dataturks.com · its alternatives →

21. 21
    Dev, train and *deploy* machine learning models on Cubonacci free beta▲5

    2020 · cubonacci.com · its alternatives →

22. 22
    The Definitive Guide to Machine Learning▲7

    A brief introduction to Machine Learning

    2015 · its alternatives →

23. 23ML
    Machine Learning Algorithms▲5

    2016 · recalll.co · its alternatives →

24. 24OM
    Online Machine Learning System▲5

    2015 · data-learn.com · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →