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Add a release card for chart view (mlflow#10263)
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Signed-off-by: harupy <[email protected]>
Signed-off-by: swathi <[email protected]>
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harupy authored and KonakanchiSwathi committed Nov 29, 2023
1 parent e81c071 commit cde1bef
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13 changes: 9 additions & 4 deletions docs/source/getting-started/quickstart-2/index.rst
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Expand Up @@ -56,10 +56,15 @@ Open the MLflow UI in your browser at the `MLFLOW_TRACKING_URI`. You should see

Choose **Chart view**. Choose the **Parallel coordinates** graph and configure it to show the **lr** and **momentum** coordinates and the **test_rmse** metric. Each line in this graph represents a run and associates each hyperparameter evaluation run's parameters to the evaluated error metric for the run.

.. image:: ../../_static/images/quickstart_mlops/mlflow_ui_chart_view.png
:width: 800px
:align: center
:alt: Screenshot of MLflow tracking UI parallel coordinates graph showing runs
.. raw:: html

<img
src="../../_static/images/quickstart_mlops/mlflow_ui_chart_view.png"
width="800px"
class="align-center"
id="chart-view"
alt="Screenshot of MLflow tracking UI parallel coordinates graph showing runs"
>

The red graphs on this graph are runs that fared poorly. The lowest one is a baseline run with both **lr** and **momentum** set to 0.0. That baseline run has an RMSE of ~0.89. The other red lines show that high **momentum** can also lead to poor results with this problem and architecture.

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15 changes: 15 additions & 0 deletions docs/source/new-features/index.rst
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Expand Up @@ -259,5 +259,20 @@ Find out about the details of major features, changes, and deprecations below.
</div>
</div>
</div>
<div class="grid-card">
<div class="content-container">
<div class="header">
Chart View added to the MLflow UI
</div>
<img class="card-image" src="../_static/images/logos/mlflow-logo.svg" alt="MLflow"></img>
<div class="body">
You can now visualize parameters and metrics across multiple runs as a chart on the runs table.
</div>
<div class="doc"><a href="../getting-started/quickstart-2/index.html#chart-view">Learn more</a></div>
<div class="tag">
<a href="https://github.com/mlflow/mlflow/releases/tag/v2.2.0">released in 2.2.0</a>
</div>
</div>
</div>
</article>
</section>

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