How can I manage large Jupyter notebooks in Git?

How can I manage large Jupyter notebooks in Git?

Managing large Jupyter notebooks in Git can be challenging due to their size and binary nature. One approach is to use Git LFS (Large File Storage) to handle large files. You can also consider splitting your notebooks into smaller, modular scripts.

What are the benefits of using Git LFS for this?

Git LFS allows you to store large files outside of your main repository, which keeps your repository lightweight and improves performance. It also helps in versioning large files more efficiently.

Are there any tools to help with splitting notebooks?

Yes, tools like nbstripout can help you clean up notebooks by removing output cells, and nbconvert can convert notebooks to scripts, making it easier to manage them in Git.

What if I want to keep the outputs in my notebooks?

If you want to keep outputs, consider using a .gitignore file to exclude large output files or use Git LFS for those specific outputs. You can also save outputs in separate files and link them in your notebooks.