Alternatives

Products that do what Open MLOps – Open-Source Production Machine Learning does

1. 1ZE
   ZenML, extensible open-source MLOps framework for reproducible ML▲37

   2020 · github.com

2. 2ML
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   2021 · github.com

3. 3ML
   Machine Learning into Production Workshop: MLFlow, Airflow Tutorials▲8

   2019 · github.com

4. 4PM
   Python Machine Learning – A Crash Course▲350

   2019 · github.com

5. 5SM
   SpotML – Managed ML Training on Cheap AWS/GCP Spot Instances▲157

   2021 · spotml.io

6. 6XF
   Xcessiv – Fully managed web application for automated machine learning▲108

   2017 · github.com

7. 7
   BigML▲64

   Machine learning as a service - build predictive apps

   2014

8. 8ZP
   ZenML – Portable, production-ready MLOps pipelines▲5

   2022 · github.com

9. 9FM
   Free Machine Learning Lessons with MLJAR▲11

   2017 · mljar.com

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

    2019 · ki-labs.com

11. 11CM
    Continuous Machine Learning – CI/CD for Machine Learning Projects▲171

    2020 · cml.dev

12. 12OS
    Open-Source Machine Learning Suite for the Browser▲8

    2017 · github.com

13. 13MA
    MLflow – A platform for the complete machine learning▲5

    2018 · mlflow.org

14. 14IO
    I open-sourced our internal tool for ML comparability/reproducibility▲5

    2024 · github.com

15. 15AC
    A curated collection of open-source ML projects▲5

    2017 · ml-showcase.com

16. 16CI
    Convect – Instant Serverless Deployment of ML Models▲89

    2021 · convect.ml

17. 17OS
    Open-source tool for rapid machine learning experimentation▲5

    2020 · voxel51.com

18. 18MI
    MLReef – its Gitlab for machine learning (open source / alpha)▲5

    2020 · mlreef.com

19. 19AO
    An Open Source Deep Learning/Machine Learning Stack on Kubernetes▲12

    2018 · polyaxon.com

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

    2022 · github.com

21. 21PD
    Public Datasets for Machine Learning▲26

    2017 · medium.com

22. 22KA
    KeraSH, a ML Framework in Shell▲15

    2019 · github.com

23. 23MZ
    Model Zoo: Deploy your machine learning model in a single line of code▲34

    2020 · modelzoo.dev

24. 24AA
    AutoAI – A framework to find the best performing AI/ML model▲41

    2021 · github.com

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