๐Ÿฆ‰DVC Profile picture
Dec 3 โ€ข 8 tweets โ€ข 6 min read
๐Ÿฆ‰ Hereโ€™s a quick brief from Iterative Community๐Ÿ‘‡

๐Ÿช GitHub Universe
๐Ÿค Hacktoberfest Contributions
๐Ÿ“น Closure Session 2 event
โ™พ๏ธ CML at NeurIPS
๐Ÿ‡ฌ๐Ÿ‡ง MLOps Summit London
๐Ÿ‡บ๐Ÿ‡ธ ODSC West

@Iterativeai @DVCorg
#mlOps #data #pipeline #dag

๐Ÿงต[1/8]
๐Ÿช Dmitry at GitHub Universe

Dmitry Petrov (@FullStackML) spoke at #GitHubUniverse on โ€œML with Git: experiment tracking in Codespacesโ€ on 8th November.

He presented how to use the DVC extension for VS Code and Codespaces to streamline ML experimentation process.

๐Ÿงต[2/8]
๐Ÿค Hacktoberfest Contributions

Huge thanks to @francesco086, vvssttkk, and @DeepyamanDatta for their contributions!

We are sending personalized shirts to them.

Special thanks to @mertbozkirr for leading the Hacktoberfest charge!

๐Ÿงต[3/8]
๐Ÿ“น Closure Session 2 event

Our Community Champion @jcpsantiago gave an introduction to DVC in preparation for the remainder of the session where @carsten_behring, author of Metamorph presents how NLP pipelines can be managed with DVC, Closure & Python.

๐Ÿงต[4/8]
โ™พ๏ธ CML at NeurIps

Well, this work will be presented within the virtual Workshop Challenges In Deploying and Monitoring Machine Learning Systems at NeurIps virtual this year on December 9th.

๐Ÿงต[5/8]
๐Ÿ‡ฌ๐Ÿ‡ง MLOps Summit London

We were also part of the MLOps Summit in London!

Aside from attending a variety of great talks, we met many wonderful people from around the world resulting in some really interesting discussions around MLOps.

๐Ÿงต[6/8]
๐Ÿ‡บ๐Ÿ‡ธ ODSC West

We had great conversations with conferencegoers and attended great sessions!

Dmitry had a packed room for his in-person talk Why You Need a GitOps-based Machine Learning Model Registry and Alex Kim presented CI/CD for Machine Learning virtually.

๐Ÿงต[7/8]
That's all for now ๐Ÿ‘‹

Head on to our blog to read the full heartbeat ๐Ÿ‘‡
iterative.ai/blog/november-โ€ฆ

๐Ÿงต[8/8]

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More from @DVCorg

Nov 16
๐Ÿฆ‰Wanna get started with DVC on your own machine? Here's how you can get started๐Ÿ‘‡

๐ŸŽ MacOS
๐ŸชŸ Windows
๐Ÿ–ฅ๏ธ Linux
๐Ÿ Python Package
๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป VS Code Extension

@Iterativeai @DVCorg
#mac #windows #linux #code

๐Ÿงต [1/7]
๐ŸŽ MacOS

The recommended way to install dvc on Mac is using @MacHomebrew with command โ€œbrew install dvcโ€ โ˜•๏ธ

๐Ÿงต [2/7]
๐ŸชŸ Windows

If you are on Windows, we recommend installing Chocolatey. Then using the command โ€œchoco install dvcโ€ ๐Ÿซ

๐Ÿงต [3/7]
Read 7 tweets
Nov 7
๐Ÿฆ‰ Hereโ€™s some exciting news brief this month from Iterative Community ๐Ÿ‘‡

๐Ÿค October Meetup
๐ŸŽ‰ Hacktoberfest
๐Ÿฒ DVC-Hydra Integration
โ™พ๏ธ CML in Research
๐Ÿ“„ DVC Wikipedia Page

@Iterativeai @DVCorg
#mlOps #data #pipeline #dag

๐Ÿงต [1/7]
๐Ÿค October Meetup

@NadiaIIT presented her team's research on Collaboration Challenges in Building ML-Enabled Systems in the October Meetup. If you missed it, visit .

๐Ÿงต [2/7]
๐ŸŽ‰ Hacktoberfest

Contributions are pouring in, as Hacktoberfest proceeds. Find out all the issues with #hacktoberfest tags in our repos.

๐Ÿงต [3/7]
Read 7 tweets
Sep 2
For all the devs out there willing to contribute to DVC, here is a quick guide to contributing to iterative/dvc repo
๐Ÿž Open a new issue
๐Ÿ’ป Set up a dev environment
๐Ÿด Fork iterative/dvc
๐Ÿงช Add tests and run them locally
โฌ†๏ธ Submit a pull request
@iterativeai

๐Ÿงต [1/7]
๐Ÿž Open a new issue

Open a new issue in the issue tracker, whether it be a bug report or a feature request. ๐Ÿ‘‡๐Ÿฝ
github.com/iterative/dvc/โ€ฆ

๐Ÿงต[2/7]
๐Ÿด Fork iterative/dvc

Fork iterative/dvc and then clone it into your local computer to start contributing.

๐Ÿงต[3/7]
Read 8 tweets
Aug 23
๐Ÿฆ‰ Here are some of the cool commands you can try out right now in the DVC command line interface!

๐Ÿ’ป dvc dag
๐ŸงŠ dvc freeze
๐Ÿ“ฆ dvc move
๐Ÿ“Š dvc metrics show
๐Ÿงน dvc gc

๐Ÿงต [1/7]
๐Ÿ’ป dvc dag

๐š๐šŸ๐šŒ ๐š๐šŠ๐š is very helpful in quickly checking out the stages of a pipeline up to the target stage in a simple visual representation. If the target is omitted, it will show the full project DAG.

๐Ÿงต [2/7]
๐ŸงŠ dvc freeze

๐š๐šŸ๐šŒ ๐š๐š›๐šŽ๐šŽ๐šฃ๐šŽ helps us to freeze stages until ๐š๐šŸ๐šŒ ๐šž๐š—๐š๐š›๐šŽ๐šŽ๐šฃ๐šŽ is used on them. Frozen stages are never executed by ๐š๐šŸ๐šŒ ๐š›๐šŽ๐š™๐š›๐š˜.

๐Ÿงต [3/7]
Read 7 tweets
Jul 12
๐Ÿฆ‰ Did you hear? By popular demand, CML.dev now supports @Bitbucket Pipelines, rounding out our coverage of the leading version control platforms! ๐ŸŽ‰

๐Ÿงต 1/6
You can get started with CML in @Bitbucket by forking this repo and cloning it to your local workstation.

๐Ÿ‘‰๐Ÿฝ bitbucket.org/iterative-ai/eโ€ฆ

2/6 Image
Follow these instructions to configure a @Bitbucket token for CML.
โš™๏ธ cml.dev/doc/self-hosteโ€ฆ

And these instructions to enable the Pull Request Commit Links application.
๐Ÿ”— cml.dev/doc/ref/send-cโ€ฆ

3/6
Read 6 tweets
Jun 14
๐Ÿฆ‰๐Ÿ“ฃToday we introduce the DVC extension for VS Code! Now the power of DVC is magnified with @code !

๐Ÿงต1/
๐Ÿ“’ ๐—˜๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—บ๐—ฒ๐—ป๐˜ ๐—•๐—ผ๐—ผ๐—ธ๐—ธ๐—ฒ๐—ฒ๐—ฝ๐—ถ๐—ป๐—ด

Quickly run new experiments and compare their resulting metrics in the experiments table. Use the command palette or buttons to run new experiments, or add them to the queue for later.

2/6
๐Ÿงช ๐—˜๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—บ๐—ฒ๐—ป๐˜ ๐—ง๐—ฟ๐—ฎ๐—ฐ๐—ธ๐—ถ๐—ป๐—ด

Manage all the versions of your experiments tracked throughout your project with Git and DVC.

3/7
Read 7 tweets

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