model-validation-toolkit
Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production and monitoring them after deployment to production. (by FINRAOS)
popmon
Monitor the stability of a Pandas or Spark dataframe ⚙︎ (by ing-bank)
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| model-validation-toolkit | popmon | |
|---|---|---|
| 2 | 1 | |
| 29 | 486 | |
| - | 1.0% | |
| 7.2 | 6.9 | |
| 5 months ago | 3 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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.
model-validation-toolkit
Posts with mentions or reviews of model-validation-toolkit.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-01-06.
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[P] Deepchecks: an open-source tool for high standards validations for ML models and data.
Looks very cool, thanks for sharing! I see someone else already mentioned great_expectations -- in addition, here's another library it might be interesting to integrate with: https://github.com/FINRAOS/model-validation-toolkit
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New open source project: Model Validation Toolkit [P]
Please feel free to reach out to me here, on Gitter, or via Github issues for questions and comments!
popmon
Posts with mentions or reviews of popmon.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing model-validation-toolkit and popmon you can also consider the following projects:
deepchecks - Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
sweetviz - Visualize and compare datasets, target values and associations, with one line of code.