Clean up the Deep Learning landing page by BenWilson2 · Pull Request #18820 · mlflow/mlflow

BenWilson2 · 2025-11-13T02:29:34Z

🛠 DevTools 🛠

Install mlflow from this PR

# mlflow
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/18820/merge
# mlflow-skinny
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/18820/merge#subdirectory=libs/skinny

For Databricks, use the following command:

%sh curl -LsSf https://raw.githubusercontent.com/mlflow/mlflow/HEAD/dev/install-skinny.sh | sh -s pull/18820/merge

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

Refine the landing page for DL. Fix some invalid logos.

How is this PR tested?

Existing unit/integration tests
New unit/integration tests
Manual tests

Does this PR require documentation update?

Release Notes

Is this a user-facing change?

No. You can skip the rest of this section.
Yes. Give a description of this change to be included in the release notes for MLflow users.

What component(s), interfaces, languages, and integrations does this PR affect?

Components

How should the PR be classified in the release notes? Choose one:

rn/none - No description will be included. The PR will be mentioned only by the PR number in the "Small Bugfixes and Documentation Updates" section
rn/breaking-change - The PR will be mentioned in the "Breaking Changes" section
rn/feature - A new user-facing feature worth mentioning in the release notes
rn/bug-fix - A user-facing bug fix worth mentioning in the release notes
rn/documentation - A user-facing documentation change worth mentioning in the release notes

Should this PR be included in the next patch release?

Yes should be selected for bug fixes, documentation updates, and other small changes. No should be selected for new features and larger changes. If you're unsure about the release classification of this PR, leave this unchecked to let the maintainers decide.

What is a minor/patch release?

Minor release: a release that increments the second part of the version number (e.g., 1.2.0 -> 1.3.0).
Bug fixes, doc updates and new features usually go into minor releases.
Patch release: a release that increments the third part of the version number (e.g., 1.2.0 -> 1.2.1).
Bug fixes and doc updates usually go into patch releases.

Yes (this PR will be cherry-picked and included in the next patch release)
No (this PR will be included in the next minor release)

Signed-off-by: Ben Wilson <benjamin.wilson@databricks.com>

Copilot

Pull Request Overview

This PR refactors the Deep Learning landing page to be more concise and accessible while fixing display issues with framework logos.

Simplified the landing page from a verbose, collapsible-heavy format to a clean, modern card-based layout
Fixed SVG logo rendering issues for spaCy and TensorFlow by adding proper width/height attributes
Modernized the page structure using TileCard and FeatureHighlights components

Reviewed Changes

Copilot reviewed 1 out of 3 changed files in this pull request and generated no comments.

File	Description
docs/static/images/logos/spacy-logo.svg	Added width and height attributes to fix logo display
docs/static/images/logos/TensorFlow-logo.svg	Modified viewBox and added width/height attributes to properly crop and display the logo
docs/docs/classic-ml/deep-learning/index.mdx	Refactored from verbose content with extensive collapsibles to a concise, card-based landing page with clear navigation to framework-specific guides

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github-actions · 2025-11-13T02:42:07Z

Documentation preview for b87062d is available at:

https://pr-18820--mlflow-docs-preview.netlify.app/docs/latest/

Changed Pages (1)

ml/deep-learning (modified)

More info

Ignore this comment if this PR does not change the documentation.
The preview is updated when a new commit is pushed to this PR.
This comment was created by this workflow run.
The documentation was built by this workflow run.

harupy · 2025-11-13T02:47:12Z

docs/static/images/logos/TensorFlow-logo.svg

what changed?

The logo was missing sizing criteria in the .svg metadata meaning that it couldn't be included in our components. The modification was to add the missing critical metadata so that the .svg didn't get css overrides by our components that resized it to 0px x 0px due to overflow of the flex container.

harupy · 2025-11-13T02:48:19Z

docs/static/images/logos/TensorFlow-logo.svg

These logos look like this in dark mode:

the spacy and tensorflow logos needs some padding like the huggingface logo

I'll see if I can make the background transparent on all of them. They've been like this for years.

All 4 fixed!

harupy · 2025-11-13T03:19:13Z

docs/docs/classic-ml/deep-learning/index.mdx

On mobile, it looks like this. Can we adjust the tile component?

Looks like we had an inline CSS prop on these... adjusted for proper layout in latest push!

harupy · 2025-11-13T03:33:00Z

docs/docs/classic-ml/deep-learning/index.mdx

+  />
+  <TileCard
+    image="/images/logos/spacy-logo.svg"
+    title="spaCy Guide"


Not sure if we still want to highlight spacy. It's dead:

Yeah I'll handle this in a separate PR (delisting it as a 'named' flavor and removing it from the tile card entry)

Signed-off-by: Ben Wilson <benjamin.wilson@databricks.com>

harupy · 2025-11-13T06:09:48Z

docs/src/components/TileCard/styles.module.css

+/* Keras logo - may have dark elements */
+[data-theme='dark'] .tileCard[href*='keras'] .tileImage {
+  filter: invert(1) hue-rotate(180deg);
+  background: transparent;
+}


This doesn't look like keras. The keras logo looks fine on both light and dark theme.

Will revert the color inversion for this logo :)

harupy

LGTM once https://github.com/mlflow/mlflow/pull/18820/files#r2521720601 is addressed!

Signed-off-by: Ben Wilson <benjamin.wilson@databricks.com>

Signed-off-by: Ben Wilson <benjamin.wilson@databricks.com> Signed-off-by: Tian Lan <sky.blue266000@gmail.com>

Fix the DL landing page

970a527

Signed-off-by: Ben Wilson <benjamin.wilson@databricks.com>

github-actions bot added v3.6.1 area/docs Documentation issues rn/documentation Mention under Documentation Changes in Changelogs. labels Nov 13, 2025

BenWilson2 requested a review from Copilot November 13, 2025 02:30

BenWilson2 added the team-review Trigger a team review request label Nov 13, 2025

github-actions bot requested review from B-Step62, TomeHirata, WeichenXu123, daniellok-db, harupy, kevin-lyn, serena-ruan and xq-yin November 13, 2025 02:31

Copilot started reviewing on behalf of BenWilson2 November 13, 2025 02:31 View session

Copilot finished reviewing on behalf of BenWilson2 November 13, 2025 02:32

Copilot AI reviewed Nov 13, 2025

View reviewed changes

harupy reviewed Nov 13, 2025

View reviewed changes

fix layout and logos

07fe4d0

Signed-off-by: Ben Wilson <benjamin.wilson@databricks.com>

harupy reviewed Nov 13, 2025

View reviewed changes

harupy approved these changes Nov 13, 2025

View reviewed changes

fix-dl-docs

b87062d

Signed-off-by: Ben Wilson <benjamin.wilson@databricks.com>

BenWilson2 enabled auto-merge November 13, 2025 15:43

BenWilson2 added this pull request to the merge queue Nov 13, 2025

Merged via the queue into mlflow:master with commit 64e138e Nov 13, 2025
46 checks passed

BenWilson2 deleted the fix-dl-docs branch November 13, 2025 16:26

Tian-Sky-Lan pushed a commit to Tian-Sky-Lan/mlflow that referenced this pull request Nov 24, 2025

Clean up the Deep Learning landing page (mlflow#18820)

e5315c0

Signed-off-by: Ben Wilson <benjamin.wilson@databricks.com> Signed-off-by: Tian Lan <sky.blue266000@gmail.com>

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Install mlflow from this PR

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BenWilson2 commented Nov 13, 2025 •

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