squaredev-io/whitebox
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
Whitebox helps Machine Learning Operations (MLOps) engineers and data scientists keep an eye on their machine learning models once they are deployed. It takes in real-time model predictions and performance data, then outputs key metrics and alerts to show how well your models are working. This allows users to understand if their models are drifting or performing poorly in production.
180 stars. No commits in the last 6 months.
Use this if you need to monitor the performance and stability of your deployed machine learning models, especially classification and regression models, and detect issues like data or model drift.
Not ideal if you need a monitoring solution for Large Language Models (LLMs) or if you require an actively maintained project, as this specific repository is no longer updated.
Stars
180
Forks
5
Language
Python
License
MIT
Last pushed
Jul 11, 2023
Commits (30d)
0
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