Top 4 Jupyter Notebook model-monitoring Projects

mlops-zoomcamp

23 8,735 7.5 Jupyter Notebook

Free MLOps course from DataTalks.Club

Project mention: Where do I start to learn MLOPS? | /r/mlops | 2023-07-01

There is MLOps Zoomcamp course (which shows end-to-end MLOps process with open-source MLOps tools) https://github.com/DataTalksClub/mlops-zoomcamp.

evidently

10 4,619 9.5 Jupyter Notebook

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

Project mention: [P] Free open-source ML observability course: starts October 16 🚀 | /r/MachineLearning | 2023-10-15

Hi everyone, I’m one of the creators of Evidently, an open-source (Apache 2.0) tool for production ML monitoring. We’ve just launched a free open course on ML observability that I wanted to share with the community.

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
phoenix

4 2,586 9.9 Jupyter Notebook

AI Observability & Evaluation (by Arize-ai)

Project mention: First 15 Open Source Advent projects | dev.to | 2023-12-15

11. Phoenix by Arize AI | Github | tutorial

eurybia

3 203 5.2 Jupyter Notebook

⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).