jupyterlab-gitplus
nbdime
jupyterlab-gitplus | nbdime | |
---|---|---|
7 | 7 | |
110 | 2,601 | |
0.0% | 0.5% | |
1.2 | 8.4 | |
about 1 year ago | 7 days ago | |
TypeScript | TypeScript | |
GNU Affero General Public License v3.0 | GNU General Public License v3.0 or later |
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.
jupyterlab-gitplus
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Difftastic, a structural diff tool that understands syntax
If you are in need of a diff tool for jupter notebooks use https://www.reviewnb.com/ and for word documents use https://www.simuldocs.com/
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The Jupyter+Git problem is now solved
- GitHub PR code reviews with ReviewNB[4]
Alternatively, if you don't care about cell outputs then Jupytext[5]
Disclaimer: I built ReviewNB. It's a completely bootstrapped business, 5 years in the making and now used by leading DS teams at Meta, AWS, NASA JPL, AirBnB, Lyft, Affirm, AMD, Microsoft & more (https://www.reviewnb.com/#customers)
[1] https://github.com/jupyterlab/jupyterlab-git
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While you wait for GitHub to finish building Jupyter Notebook reviews
Already a GitHub plugin that does this very nicely: ReviewNB
- Rich Jupyter Notebook Diffs on GitHub... Finally.
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[Noob question] Why are notebooks not used in production ?
For version control: https://www.reviewnb.com/ helps. Agree with the rest but some experimental notebooks are useful to track/version control.
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Nbdev: Create delightful software with Jupyter Notebooks
It's not focused on collaboration, but it does add some critical pieces that otherwise make Jupyter development frustrating when working with a team. Specifically: `nbdev_prepare` ensures that diffs are as small as possible, by removing and standardising notebook metadata; and `nbdev_fix` fixes merge conflicts so that they are cell-level, rather than line level, so they can be opened and fixed in notebooks.
Something else we've found helpful for collaboration (not associated - just happy users) is this: https://www.reviewnb.com/ . It means we can get a nice notebook-based PR workflow.
Real-time collaboration is available in Jupyter nowadays: https://jupyterlab.readthedocs.io/en/stable/user/rtc.html . nbdev doesn't have any extra functionality for it, however -- but it should work fine in this environment.
- Ask HN: Are there any good Diff tools for Jupyter Notebooks?
nbdime
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Stuff I Learned during Hanukkah of Data 2023
I remember hearing about nbdime and thinking it sounded useful, but I've never really needed it since I rarely use Jupyter in the first place. But then I made some changes to my Hanukkah of Data 2023 notebook to work with the follow-up "speed run" challenge (a new dataset and slightly tweaked clues), and the native Git diff was too noisy to be useful. nbdime came to the rescue! Here are the changes I had to make for days 2 and 3 during the speed run:
- The Jupyter+Git problem is now solved
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Ask HN: Are there any good Diff tools for Jupyter Notebooks?
[5] ReviewNB for reviewing & diff'ing notebook PRs / Commits on GitHub
Disclaimer: While I’m the author of last two (GitPlus & ReviewNB), I’ve represented the overall landscape in an unbiased way. I've been working on this specific problem for 3+ years & regularly talk to teams who use GitHub with notebooks.
[1] https://nbdime.readthedocs.io
- Notebooks suck: change my mind
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What if Git worked with Programming Languages?
Interesting they mentioned Jupyter Notebooks but not NBDime https://github.com/jupyter/nbdime which is a Jupyter plugin specifically to address this problem. Without it, diffing notebooks is not feasible.
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Jupyter diff in Magit
A bit off-topic but someone might know; I'm working with jupyter notebook files (ipynb) which are basically json files. Git diff is very noisy so there's nbdime which works great in the CLI. Is there a way to have Magit aware of its integration with git diff?
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The Notepad++
I use nbdime which allows you to ignore parts of a notebook (e.g. outputs) when diffing.
What are some alternatives?
jupyter-vim-binding - Jupyter meets Vim. Vimmer will fall in love.
jupytext - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
vscode-jupyter - VS Code Jupyter extension
poetry-dynamic-versioning - Plugin for Poetry to enable dynamic versioning based on VCS tags
livebook - Automate code & data workflows with interactive Elixir notebooks
nvim-treesitter-context - Show code context
jupyterlab-git - A Git extension for JupyterLab
webdiff - Two-column web-based git difftool
pyro - Deep universal probabilistic programming with Python and PyTorch
locust - "git diff" over abstract syntax trees
notebooks - Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
unison - A friendly programming language from the future