ploomber-engine
A toolbox 🧰 for Jupyter notebooks 📙: testing, experiment tracking, debugging, profiling, and more! (by ploomber)
rubicon-ml
Capture all information throughout your model's development in a reproducible way and tie results directly to the model code! (by capitalone)
ploomber-engine | rubicon-ml | |
---|---|---|
2 | 1 | |
59 | 123 | |
- | 2.4% | |
7.0 | 8.0 | |
2 months ago | 3 days ago | |
Python | Jupyter Notebook | |
BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
ploomber-engine
Posts with mentions or reviews of ploomber-engine.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-16.
-
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/)
-
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:
rubicon-ml
Posts with mentions or reviews of rubicon-ml.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-16.
What are some alternatives?
When comparing ploomber-engine and rubicon-ml you can also consider the following projects:
ganimede
unionml - UnionML: the easiest way to build and deploy machine learning microservices
african_microbiome_portal_data - Raw and corrected data with correction python notebook
papermill - 📚 Parameterize, execute, and analyze notebooks
neptune-client - 📘 The MLOps stack component for experiment tracking
ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️