Alternatives

Products that do what kaos - an open source platform for simplifying ML deployments does

1. 1FM
   Fullstack ML – From Notebooks to Deployment▲198

   2019 · github.com

2. 2CI
   Convect – Instant Serverless Deployment of ML Models▲89

   2021 · convect.ml

3. 3SM
   SpotML – Managed ML Training on Cheap AWS/GCP Spot Instances▲157

   2021 · spotml.io

4. 4DA
   Deployment automation for ML projects of all shapes and sizes▲7

   2021 · github.com

5. 5ZE
   ZenML, extensible open-source MLOps framework for reproducible ML▲37

   2020 · github.com

6. 6
   BigML▲64

   Machine learning as a service - build predictive apps

   2014

7. 7GF
   GUIs for Faster ML Prototyping and Sharing▲85

   2020 · github.com

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

   2019 · omegaml.io

9. 9GK
   Gravity – Kubernetes snapshots for on-premise deployments▲70

   2018 · github.com

10. 10MA
    Meli, a Netlify-like platform for deploying static sites▲133

    2020 · github.com

11. 11DM
    Deploy ML Models on a Budget▲117

    2021 · github.com

12. 12KA
    Kubespy, a CLI tool for observing Kubernetes resources in real time▲99

    2018 · github.com

13. 13HA
    HyScale – An abstraction framework over Kubernetes▲99

    2020 · github.com

14. 14KA
    KeraSH, a ML Framework in Shell▲15

    2019 · github.com

15. 15DA
    Deta – A cloud platform for building and deploying apps▲81

    2020 · deta.sh

16. 16KK
    Krucible – Kubernetes clusters for testing and development▲59

    2020 · usekrucible.com

17. 17MA
    M3O – an open source public cloud platform▲33

    2021 · blog.m3o.com

18. 18ML
    Machine learning automation from creating to using models in production▲72

    2021 · github.com

19. 19OM
    Open MLOps – Open-Source Production Machine Learning▲8

    2021 · datarevenue.com

20. 20MZ
    Model Zoo: Deploy your machine learning model in a single line of code▲34

    2020 · modelzoo.dev

21. 21MI
    Monique.io – a new kind of monitoring system (AI + Unix + Javascript)▲18

    2016 · monique.io

22. 22ZP
    ZenML – Portable, production-ready MLOps pipelines▲5

    2022 · github.com

23. 23GO
    Greta, our script for decentralized data distribution▲14

    2016 · greta.io

24. 24SA
    SpaGO, a self-contained ML/NLP library entirely in Go▲18

    2020 · github.com

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