docs: community: Similar projects
Come up with a list of similar projects so people can better orient themselves with where we fit in the landscape
- https://docs.dagster.io/tutorial
- Very similar
- Lacks InputNetwork concept for execution of same flow across multiple machines
- https://docs.dagster.io/_apidocs/execution
- Investigate interoperability (they have a bunch of executors and a UI)
https://cloud.google.com/blog/products/ai-machine-learning/serverless-machine-learning-pipelines-on-google-cloud
https://github.com/Auto-DL/Auto-DL
Issue #363 has many entries as well.
https://github.com/kedro-org/kedro
https://github.com/great-expectations/great_expectations Not completely but this project has some intersection with our project
Something that can act as a good inspiration: https://github.com/feast-dev/feast
MLops:
- https://github.com/kubeflow/kubeflow
- https://github.com/mlflow/mlflow
- https://github.com/pachyderm/pachyderm
- https://github.com/Netflix/metaflow
- https://github.com/kedro-org/kedro
- https://github.com/SeldonIO/seldon-core
- https://github.com/flyteorg/flyte
- https://github.com/zenml-io/zenml
- https://github.com/mlrun/mlrun
- https://github.com/ploomber/ploomber
https://github.com/prefecthq/prefect
https://www.triggermesh.com/
https://github.com/kestra-io/kestra
https://github.com/linkedin/feathr
https://twitter.com/JustinSaaS/status/1516457804214812673?s=20&t=hz8JZjOODnNpm0J6fadUmw
https://github.com/mattermost/mattermost-server but instead of a service it's a spec
- Possible integration opportunity: https://github.com/nocodb/nocodb