Update 2022/07/11

All Weekly Demos: #16

Recording

https://youtu.be/KMVXgB7lXWY

Vision

Make GitLab a tool Data Scientists and Machine Learning Engineers love to use.

Mission

Explore and Collaborate with different teams to deliver features that improve the user experience for Data Scientists and Machine Learning Engineers, while increasing awareness within the company to this user groups

Usage

June 2022 was the month that recorded the most notes lefts on Jupyter Notebooks! a 25% increase over the last peak in March, and a 200% increase over June'21!

What Was Done

Jupyter Notebook Diffs - 8 MRs dropping in 15.2!

• https://gitlab.com/dashboard/merge_requests?scope=all&state=merged&assignee_username=eduardobonet&milestone_title=15.2
• Bug fixes and UX improvements
• Generating the Diffs is now 12x faster and takes 8x less memory gitlab-org/gitlab!91577 (merged)
• IpynbDiff is now part of GitLab codebase gitlab-org/gitlab!90696 (merged)

MLFlow Integration Vision

https://www.youtube.com/watch?v=V4hos3VFeC4

We released a new video explaining our vision for the MLFlow integration, and there was great feedback already! Users are as excited about this as I am.

Up Next

• EuroPython: July 13th-16th!
• One leftover issue for Jupyter Diff (gitlab-org/gitaly!4703 (merged)) - Increasing the Diff Size Limit
• Get our hands dirty with MLFlow