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DVC: Data Version Control - Git for Data & Models

Authors: Ruslan Kuprieiev; skshetry; Peter Rowlands (변기호); Dmitry Petrov; Paweł Redzyński; Casper da Costa-Luis; David de la Iglesia Castro; +21 Authors

DVC: Data Version Control - Git for Data & Models

Abstract

What's Changed 🚀 New Features and Enhancements data status: add --remote option to check files against a different remote by @skshetry in https://github.com/iterative/dvc/pull/10843 feat(cli): support multiple --keep and --drop arguments in exp show by @skshetry in https://github.com/iterative/dvc/pull/10857 feat(cli): support initializing DVC repository with dvc init in an arbitrary directory by @skshetry in https://github.com/iterative/dvc/pull/10861 checkout/pull: report granular summary of changes by @skshetry in https://github.com/iterative/dvc/pull/10842 feat(data status): detect file moves/renames by default by @skshetry in https://github.com/iterative/dvc/pull/10846 completion: complete remote in zsh/bash by @skshetry in https://github.com/iterative/dvc/pull/10858 ⚡ Optimizations fix(perf): only load a stage/.dvc file if the target is an address to that stage by @skshetry in https://github.com/iterative/dvc/pull/10838 commit: batch dump stages, do not re-read on save from the workspace by @skshetry in https://github.com/iterative/dvc/pull/10839 🐛 Bug Fixes ignore: share implementation between check-ignore and internal API used by DVC, improve support for unignores (eg: !data/** rules) by @skshetry in https://github.com/iterative/dvc/pull/10856 fix(diff): do not show missing cache entries on diff result by @skshetry in https://github.com/iterative/dvc/pull/10845 fix(status): treat target as a dataset path for cloud instead of search path for dvcfiles by @skshetry in https://github.com/iterative/dvc/pull/10849 fix(data status): handle missing DVC repo at Git HEAD by @skshetry in https://github.com/iterative/dvc/pull/10862 fix(diff): show in "Not in cache" if dir entry is missing by @skshetry in https://github.com/iterative/dvc/pull/10844 fix dvc.yaml filepath in error message when reading from git revisions by @skshetry in https://github.com/iterative/dvc/pull/10847 🔨 Maintenance fix some, suppress some issues from ty check by @skshetry in https://github.com/iterative/dvc/pull/10841 Full Changelog: https://github.com/iterative/dvc/compare/3.62.0...3.63.0

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Keywords

python, ai, data-science, machine-learning, git, developer-tools, reproducibility, collaboration, data-version-control

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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