oxen-release
sapling
| oxen-release | sapling | |
|---|---|---|
| 22 | 43 | |
| 831 | 5,808 | |
| 9.9% | 2.4% | |
| 9.0 | 10.0 | |
| 29 days ago | 4 days ago | |
| Python | Rust | |
| Apache License 2.0 | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
oxen-release
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Ask HN: Can we do better than Git for version control?
We've been working on a data version control system called "oxen" optimized for large unstructured datasets that we are seeing more and more with the advent of many of the generative AI techniques.
Many of these datasets have many many images, videos, audio files, text as well as structured tabular datasets that git or git-lfs just falls flat on.
Would love anyone to kick the tires on it and let us know what you think:
https://github.com/Oxen-AI/oxen-release
The commands are mirrored after git so it is easy to learn, but optimized under the hood for larger datasets.
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Snakemake – A framework for reproducible data analysis
Super cool! Would love to see an integration with Oxen and their data version control https://github.com/Oxen-AI/oxen-release
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Ask HN: Data Management for AI Training
We have been working on a data version control tool called Oxen that is tackling many of your needs. Feel free to check it out here:
https://github.com/Oxen-AI/oxen-release#-oxen
Going down your list of requirements, Oxen has:
* Data versioning, similar paradigm to git, but built from the ground up for large ML datasets
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A tale of Phobos – how we almost cracked a ransomware using CUDA
We've been working on some open source tooling called "oxen" that was built for large datasets of images, video, audio, text etc. We wanted to solve the exact problem you're flagging here with git.
Feel free to check it out here https://github.com/Oxen-AI/oxen-release#-oxen would love any feedback!
- Oxen.ai: Fast Unstructured Data Version Control
- A versioning system for ML data sets
- Oxen - Version control for your machine learning datasets
sapling
- Monorepos: Please Don't (2019)
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Twenty Years Is Nothing
I am personally surprised that TFA didn't mention either jj or Sapling [0] given its emphasis on how both Git and svn were both made to be backwards compatible!
[0] https://github.com/facebook/sapling
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Jj init – getting serious about replacing Git with Jujutsu
Lots to digest here! I have been keeping an eye on Pijul so it is cool to see some of its features implemented in jj. Sapling[0], similarly, is a new VCS tool out there which can work with a git repo. It also has anonymous branches, no staging area, supports stacked commits and can track the history of a commit over time. I've been using a similar workflow to the article's author: git with a UI to handle commits of hunks of a file to group related changes. My working branch often has unrelated changes that get tossed from branch to branch as I am able to commit. I haven't figured out where these new tools fit into my workflow yet, but I am glad there's new options that will help making working on a project more flexible and organized.
[0]: https://sapling-scm.com
- Sapling – A VCS from Meta
- Sapling: A Scalable, User-Friendly Source Control System
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Ask HN: Can we do better than Git for version control?
yep both extended it and have versions that can work against GitHub/git servers.
sapling scm from meta has I think the best cli and VS code UX https://sapling-scm.com/
jj from google is also mercurial derived with very similar cli features like histedit and has support for deferring conflict resolution https://github.com/martinvonz/jj
- Your GitHub pull request workflow is slowing you down
- Sapling – A Scalable, User-Friendly Source Control System
- Mononoke
What are some alternatives?
VFSForGit - Virtual File System for Git: Enable Git at Enterprise Scale
go-git - A highly extensible Git implementation in pure Go.
gpt-2-output-dataset - Dataset of GPT-2 outputs for research in detection, biases, and more
nextjs-template - A bit personalized version of the `with-typescript-eslint-jest` template.
dvc - 🦉 ML Experiments and Data Management with Git
FTC-for-VS-Code - A VS Code extension for accessing FTC snippets, debugger, and Android cmdline tools from a button
dud - A lightweight CLI tool for versioning data alongside source code and building data pipelines.
buck2-prelude - Prelude for the Buck2 project
mandala - A powerful and easy to use Python framework for experiment tracking and incremental computing
reactide - Reactide is the first dedicated IDE for React web application development.
dolt - Dolt – Git for Data
dulwich - Pure-Python Git implementation