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🦉DVC

Nov 7 • 7 tweets • 5 min read

@Iterativeai

🦉 Here’s some exciting news brief this month from Iterative Community 👇

🤝 October Meetup
🎉 Hacktoberfest
🐲 DVC-Hydra Integration
♾️ CML in Research
📄 DVC Wikipedia Page

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

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@NadiaIIT

🤝 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 .

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🎉 Hacktoberfest

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

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🐲 DVC-Hydra Integration

Now we can use Hydra composition to configure your DVC experiments. We can also append and remove parameters on the fly and do a grid search of parameters.

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@fcalefato

♾️ CML in Research

CML was mentioned in the research field. In the paper “A Preliminary Investigation of MLOps Practices in GitHub” by “@fcalefato, @lanubile, and Luigi Quaranta”

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@Wikipedia

📄 DVC Wikipedia Page

DVC now has its own @Wikipedia Page. Check it out en.wikipedia.org/w/index.php?ti…

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✅ You're all caught up!

Head on to our blogs to read the full October Heartbeat 👇
iterative.ai/blog/october-h…

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More from @DVCorg

🦉DVC

@DVCorg

Sep 2

@iterativeai

For all the devs out there willing to contribute to DVC, here is a quick guide to contributing to iterative/dvc repo
🐞 Open a new issue
💻 Set up a dev environment
🍴 Fork iterative/dvc
🧪 Add tests and run them locally
⬆️ Submit a pull request
@iterativeai

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🐞 Open a new issue

Open a new issue in the issue tracker, whether it be a bug report or a feature request. 👇🏽
github.com/iterative/dvc/…

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🍴 Fork iterative/dvc

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

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Read 8 tweets

🦉DVC

@DVCorg

Aug 23

🦉 Here are some of the cool commands you can try out right now in the DVC command line interface!

💻 dvc dag
🧊 dvc freeze
📦 dvc move
📊 dvc metrics show
🧹 dvc gc

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💻 dvc dag

𝚍𝚟𝚌 𝚍𝚊𝚐 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.

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🧊 dvc freeze

𝚍𝚟𝚌 𝚏𝚛𝚎𝚎𝚣𝚎 helps us to freeze stages until 𝚍𝚟𝚌 𝚞𝚗𝚏𝚛𝚎𝚎𝚣𝚎 is used on them. Frozen stages are never executed by 𝚍𝚟𝚌 𝚛𝚎𝚙𝚛𝚘.

🧵 [3/7]

Read 7 tweets

🦉DVC

@DVCorg

Jul 12

@Bitbucket

🦉 Did you hear? By popular demand, CML.dev now supports @Bitbucket Pipelines, rounding out our coverage of the leading version control platforms! 🎉

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@Bitbucket

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

👉🏽 bitbucket.org/iterative-ai/e…

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@Bitbucket

Follow these instructions to configure a @Bitbucket token for CML.
⚙️ cml.dev/doc/self-hoste…

And these instructions to enable the Pull Request Commit Links application.
🔗 cml.dev/doc/ref/send-c…

3/6

Read 6 tweets

🦉DVC

@DVCorg

Jun 14

@code

🦉📣Today we introduce the DVC extension for VS Code! Now the power of DVC is magnified with @code !

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📒 𝗘𝘅𝗽𝗲𝗿𝗶𝗺𝗲𝗻𝘁 𝗕𝗼𝗼𝗸𝗸𝗲𝗲𝗽𝗶𝗻𝗴

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.

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