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Ploomber-engine Alternatives
Similar projects and alternatives to ploomber-engine
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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marimo
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. All in a modern, AI-native editor.
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Nutrient
Nutrient - The #1 PDF SDK Library. Bad PDFs = bad UX. Slow load times, broken annotations, clunky UX frustrates users. Nutrient’s PDF SDKs gives seamless document experiences, fast rendering, annotations, real-time collaboration, 100+ features. Used by 10K+ devs, serving ~half a billion users worldwide. Explore the SDK for free.
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rubicon-ml
Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!
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ploomber-engine discussion
ploomber-engine reviews and mentions
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Papermill: Parameterizing, executing, and analyzing Jupyter Notebooks
Papermill is great but has quite some limitations because it spins up a new process to run the notebook:
- You cannot extract live variables (needed for testing)
- Cannot use pdb for debugging
- Cannot profile memory usage
You can do all of that with ploomber-engine (https://github.com/ploomber/ploomber-engine).
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Who needs MLflow when you have SQLite?
If you need help, you can open an issue on GitHub (https://github.com/ploomber/ploomber-engine) or join our Slack! (https://ploomber.io/community/)
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Running Jupyter notebooks in parallel
As a third option we will use Papermill again, but now with the ploomber-engine, which adds debugging and profiling features to Papermill:
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A note from our sponsor - SaaSHub
www.saashub.com | 15 Mar 2025
Stats
ploomber/ploomber-engine is an open source project licensed under BSD 3-clause "New" or "Revised" License which is an OSI approved license.
The primary programming language of ploomber-engine is Python.
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