kedro-mlflow

kedro-mlflow copied to clipboard

## Description This happens when i tried to configure my own metric functions. ## Context I am trying to create a custom metric indicator, to be logged after each experimentation....

xjlwi

Bumps [flake8](https://github.com/pycqa/flake8) from 4.0.1 to 5.0.4. Commits 6027577 Release 5.0.4 213e006 Merge pull request #1653 from asottile/lower-bound-importlib-metadata e94ee2b require sufficiently new importlib-metadata 318a86a Merge pull request #1646 from televi/main 7b8b374...

dependabot[bot]

## Description There is a `mlflow-skinny` package which contains all of the tracking features with minimal set of dependencies. Have you considered using it in `kedro-mlflow`? Regardless of the answer...

marrrcin

:sparkles: Enable running pipeline without mlflow.yml file (#328)

1

## Description Close #328 ## Development notes Change after_context_created hook to use default configuration instead of raising an error when no mlflow.yml file exists. ## Checklist - [X] Read the...

Galileo-Galilei

Documentation of expected Deployment Patterns

2

## Description There is no clear documentation about how one should approach deployment once using kedro-mlflow (especially with custom models). I would love to see how one integrates CI/CD or...

anishshah97

## Description ``kedro-mlflow`` is using ``pydantic`` for ``KedroMlflowConfig`` class. This is used both for its syntactic sugar to create class, to benefit from auto-completion from a dev perspective and for...

Galileo-Galilei

## Description Before using ``kedro-mlflow`` in a ``kedro`` project, it is needed to create a configuration file with ``kedro mlflow init`` command. ## Context It will make plugin installation easier,...

Galileo-Galilei

## Description This is a catch-all ticket for model registry integration. Some ideas: - Add a key in mlflow.yml to [set `mlflow_registry_uri`](https://mlflow.org/docs/latest/python_api/mlflow.tracking.html#mlflow.tracking.set_registry_uri) - Create a dataset which is able to...

Galileo-Galilei

Track the globals parameters used in the DataCatalog when using the TemplatedConfigLoader

8

## Description Allow parameters to be used in the catalog and track them to MLflow. ## Context Some data sources might be parameterised (e.g. via SQL `SELECT * FROM my_data...

nblumoe

Add a CLI command command to generate MLProject

1

# Context The current version of kedro mlflow does not use the ``MLProject`` used by mlflow for excuting the project. This prevents the use of some mlflow functionnalities, like rerun...

Galileo-Galilei