The goal of this research is to benchmark Kedro-Viz features with those of alternative/complementary tools (dbt, MLflow, Prefect, Great Expectation, Dagster, Metaflow, DVC) or those usually grouped in a similar category with Kedro (ML pipeline visualisation, orchestrators).
The emphasis would be on the visualisation/UI layer of these tools, towards identifying areas of improvement for Kedro-Viz.
Context
Why is this change important to you? How would you use it? How can it benefit other users?
The research would seek to understand:
What problem were they trying to solve for their users ?
How did they solve it and what was the effectiveness of this solution?
Is this a problem for kedro users? Have kedro users asked for this ? has it come up in user research?
How has Kedro tried to solve it ? was the solution effective ? is this a missing functionality for Kedro?
Possible Implementation
Research presentation, and prioritised list of features for improvement.
astrojuanlu
commented
1 month ago
Description
The goal of this research is to benchmark Kedro-Viz features with those of alternative/complementary tools (dbt, MLflow, Prefect, Great Expectation, Dagster, Metaflow, DVC) or those usually grouped in a similar category with Kedro (ML pipeline visualisation, orchestrators).
The emphasis would be on the visualisation/UI layer of these tools, towards identifying areas of improvement for Kedro-Viz.
Context
Why is this change important to you? How would you use it? How can it benefit other users? The research would seek to understand:
Possible Implementation
Research presentation, and prioritised list of features for improvement.
Outcome
Recording, Deck, Notes
Below is the prioritised list of features benchmarked with Kedro-Viz.
kedro-mlflow