Skip to content

Commit

Permalink
Add kedro-mlflow to the list of community plugins (kedro-org#113)
Browse files Browse the repository at this point in the history
  • Loading branch information
Galileo-Galilei committed Feb 7, 2021
1 parent 056fbf0 commit d17251e
Showing 1 changed file with 1 addition and 0 deletions.
1 change: 1 addition & 0 deletions docs/source/07_extend_kedro/04_plugins.md
Original file line number Diff line number Diff line change
Expand Up @@ -149,3 +149,4 @@ When you are ready to submit your code:
- [Kedro-Accelerator](https://github.com/deepyaman/kedro-accelerator), by [Deepyaman Datta](https://github.com/deepyaman), speeds up pipelines by parallelizing I/O in the background
- [kedro-dataframe-dropin](https://github.com/mzjp2/kedro-dataframe-dropin), by [Zain Patel](https://github.com/mzjp2), lets you swap out pandas datasets for modin or RAPIDs equivalents for specialised use to speed up your workflows (e.g on GPUs)
- [kedro-kubeflow](https://github.com/getindata/kedro-kubeflow), by [Mateusz Pytel](https://github.com/em-pe) and [Mariusz Strzelecki](https://github.com/szczeles), lets you run and schedule pipelines on Kubernetes clusters using [Kubeflow Pipelines](https://www.kubeflow.org/docs/pipelines/overview/pipelines-overview/)
- [kedro-mlflow](https://github.com/Galileo-Galilei/kedro-mlflow), by [Yolan Honoré-Rougé](https://github.com/galileo-galilei), [Kajetan Maurycy Olszewski](https://github.com/kaemo), and [Takieddine Kadiri](https://github.com/takikadiri) facilitates [Mlflow](https://www.mlflow.org/) integration inside Kedro projects while enforcing [Kedro's principles](https://kedro.readthedocs.io/en/stable/12_faq/01_faq.html#what-are-the-primary-advantages-of-kedro). Its main features are modular configuration, automatic parameters tracking, datasets versioning, Kedro pipelines packaging and serving and automatic synchronization between training and inference pipelines for high reproducibility of machine learning experiments and ease of deployment. A tutorial is provided in the [kedro-mlflow-tutorial repo](https://github.com/Galileo-Galilei/kedro-mlflow-tutorial).

0 comments on commit d17251e

Please sign in to comment.