Alternatives
Products that do what DVC Studio does
Machine Learning Experiments based on Git
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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…
2020
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2018 · bithublab.org
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2018 · dataturks.com
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2017 · gitorials.com
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2024 · docs.cubyc.com
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