Alternatives

Products that do what ZenML, extensible open-source MLOps framework for reproducible ML does

1. 1ZP
   ZenML – Portable, production-ready MLOps pipelines▲5

   2022 · github.com

2. 2
   ZenML▲84

   Create reproducible machine learning pipelines

   2020

3. 3OM
   Open MLOps – Open-Source Production Machine Learning▲8

   2021 · datarevenue.com

4. 4SM
   SpotML – Managed ML Training on Cheap AWS/GCP Spot Instances▲157

   2021 · spotml.io

5. 5FM
   Fullstack ML – From Notebooks to Deployment▲198

   2019 · github.com

6. 6
   BigML▲64

   Machine learning as a service - build predictive apps

   2014

7. 7RJ
   RemoteML – Job Directory for Remote Machine Learning Positions▲99

   2018 · remoteml.com

8. 8XF
   Xcessiv – Fully managed web application for automated machine learning▲108

   2017 · github.com

9. 9CI
   Convect – Instant Serverless Deployment of ML Models▲89

   2021 · convect.ml

10. 10KA
    kaos - an open source platform for simplifying ML deployments▲20

    2019 · ki-labs.com

11. 11GF
    GUIs for Faster ML Prototyping and Sharing▲85

    2020 · github.com

12. 12IO
    I open-sourced our internal tool for ML comparability/reproducibility▲5

    2024 · github.com

13. 13ML
    Machine learning automation from creating to using models in production▲72

    2021 · github.com

14. 14MI
    MLReef – its Gitlab for machine learning (open source / alpha)▲5

    2020 · mlreef.com

15. 15MW
    MLConsole – web app to train ML models, for free and client-side▲86

    2021 · mlconsole.com

16. 16ST
    Streamlit – Turn Python Scripts into Beautiful ML Tools▲52

    2019 · github.com

17. 17KA
    KeraSH, a ML Framework in Shell▲15

    2019 · github.com

18. 18HA
    Hamilton, a Microframework for Creating Dataframes▲64

    2021 · github.com

19. 19TZ
    The Zen of Data Pipelines (Book)▲27

    2017 · gpestana.gitbooks.io

20. 20OS
    Open-source code editor for transforming data and building ML pipelines▲6

    2022 · github.com

21. 21MZ
    Model Zoo: Deploy your machine learning model in a single line of code▲34

    2020 · modelzoo.dev

22. 22MD
    ML & data pipeline deployment for humans▲8

    2019 · omegaml.io

23. 23OS
    Open-Source Machine Learning Suite for the Browser▲8

    2017 · github.com

24. 24MD
    ML data annotations and tagging made easy▲41

    2018 · dataturks.com

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