UpTrain
lastmod 2023-02-14created 2023-02-142 edits
An open-source tool for observing ML models
Features
UpTrain is an open-source ML observability tool that helps ML practitioners:
- Understand how their models perform in production.
- Catch edge cases and outliers to help improve their models
- Allow them to customize the tool to their needs (hence open source)
- Keep data security at the forefront (hence self-hosted).
UpTrain can be used to detect model issues in production and to improve ML models (e.g., ChatGPT3).