Polaris is an open source project that analyzes satellite telemetry using machine learning. It is a project of the Libre Space Foundation.
Want to get started quickly? Have a look at Getting started with Polaris.
Here's a screenshot of Polaris in action, showing our analysis of telemetry from the LightSail-2 satellite:
Would you like to join the community? We'd love to get to know you! Join our chat room here and introduce yourself.
If you'd like to work with us through the Google Summer of Code, have a look at our notes for GSoC applicants.
For other presentations on Polaris, see Presentations on Polaris: Past and Future.