sacred
https://github.com/idsia/sacred
Python
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
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- Issues
- Overwrite in MongoObserver deletes run info
- Heartbeat problems when running with caffe/pytorch
- Stdout capturing still randomly fails
- It says MongoDB is the preferred way to store output. Are there any drawbacks to using Postgres as a backend?
- Add support for live-Artifacts
- Using the experiment name in captured functions and/or config
- variable capture with multiple ingredients doesn't work
- Suggestions for the capture decorator
- More considerate error messages for wrong use of a sacred tool
- write more API documentation
- Docs
- Python not yet supported