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Top 3 dvc Open-Source Projects
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libgit2
A cross-platform, linkable library implementation of Git that you can use in your application.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Project mention: Radicle: Open-Source, Peer-to-Peer, GitHub Alternative | news.ycombinator.com | 2024-03-05Everything that is replicated on the network is stored as a Git object, using the libgit2[0] library. This library uses hardened SHA-1 internally, which is called sha1dc (for "detect collision").
[0]: https://github.com/libgit2/libgit2/blob/ac0f2245510f6c75db1b...
Project mention: Ask HN: How do your ML teams version datasets and models? | news.ycombinator.com | 2023-09-28I've used DVC in the past and generally liked its approach. That said, I wholeheartedly agree that it's clunky. It does a lot of things implicitly, which can make it hard to reason about. It was also extremely slow for medium-sized dataset (low 10s of GBs).
In response, I created a command-line tool that addresses these issues[0]. To reduce the comparison to an analogy: Dud : DVC :: Flask : Django.
[0]: https://github.com/kevin-hanselman/dud
dvcs related posts
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Ask HN: How do your ML teams version datasets and models?
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GitKraken Client Is Migrating from Libgit2 to the Git Executable
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Mold 2.0.0
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Shadow cloning support landed in libgit2
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🐂 🌾 Oxen.ai - Blazing Fast Unstructured Data Version Control, built in Rust
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libgit2 fails to verify SSH keys by default
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libgit2 fails to verify SSH keys by default
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