DVC 1.0 release. 5 lessons from 3 years of building open-source ML tool
Show HN: Shtab – a magic tab-completion script generator for Python apps
DVC 1.0 release. 5 lessons from 3 years of building open-source ML tool is active in the show hn launch space.
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Hey HN, creator of DVC here!DVC (https://dvc.org/) is known as Git for data projects. Technically, DVC codifies your data and machine learning pipelines as text metafiles (with pointers to actual data in S3/GCP/Azure/SSH) while you use Git for the actual versioning. DevOps folks call this approach GitOps or more specifically in this case - DataOps or MLOps.We’ve been working towards 1.0 since we started 3 years ago. What began as my pet project now has 100+ code contributors, 100+ documentation contributors, and thousands of users.Our community has taught us a lot - here are some of the biggest lessons:1. Users say the serverless and distributed nature of DVC (inherited from the underlying G
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Website: dvc.org/blog/shtab-completion-release
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