Alternatives

Products that do what Deployment automation for ML projects of all shapes and sizes does

1. 1KA
   kaos - an open source platform for simplifying ML deployments▲20

   2019 · ki-labs.com

2. 2FM
   Fullstack ML – From Notebooks to Deployment▲198

   2019 · github.com

3. 3DM
   Deploy ML Models on a Budget▲117

   2021 · github.com

4. 4GF
   GUIs for Faster ML Prototyping and Sharing▲85

   2020 · github.com

5. 5SH
   Self-hosted project management application▲135

   2014 · 92fiveapp.com

6. 6ML
   Machine learning automation from creating to using models in production▲72

   2021 · github.com

7. 7AP
   Automated Pipelines to Your Kubernetes Clusters▲81

   2016 · distelli.com

8. 8PM
   Project management service with automated scheduling, demo available▲11

   2018 · levelstory.com

9. 9MD
   ML & data pipeline deployment for humans▲8

   2019 · omegaml.io

10. 10EB
    Earthly – Build automation for the container era▲63

    2020 · github.com

11. 11MZ
    Model Zoo: Deploy your machine learning model in a single line of code▲34

    2020 · modelzoo.dev

12. 12DA
    Decentralized Automation Framework in YAML▲35

    2020 · starsheep.io

13. 13SC
    Sprint Cost, automate cost estimation in software projects▲53

    2019 · sprintcost.com

14. 14CA
    Centric, a Programmable Automation Server▲34

    2020 · github.com

15. 15ZE
    ZenML, extensible open-source MLOps framework for reproducible ML▲37

    2020 · github.com

16. 16SB
    Stu – Build automation / make replacement for data mining projects▲10

    2016 · github.com

17. 17TS
    Taskfort – Self-Hostable Project Management / Kanban Tool▲16

    2014 · taskfort.com

18. 18II
    Industrial I/O solutions for developers, AI and robots▲35

    2017 · gpio.online

19. 19DA
    DeliveryTruck – a lightweight deployment tool for developers▲6

    2015 · github.com

20. 20NC
    Net-Commander – Automation and iOT IDE▲32

    2016 · net-commander.com

21. 21MA
    MinoHubs – A platform for software project hubs▲22

    2015 · minohubs.com

22. 22AR
    Aggregating remote jobs with AI▲17

    2016 · sagfi.com

23. 23DP
    Distributed project development model and toolkit▲15

    2017 · github.com

24. 24DA
    Deployster – Automated, zero-downtime deploys to a Fleet cluster▲8

    2015 · github.com

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