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
- Multi-line config comments
- Continue previous experiment
- Storing (large) data produced by an experiment as an Artifact without first saving to a file
- Sacred not compatible with ptvsd (the debugger used in VS Code)
- Debugging issues
- Is there a way to avoid running the same experiment twice?
- Inconsistent behaviour of configs and named_configs with ingredients
- Heartbeat race condition for multiple runs
- Resume experiment with sacred
- Calling captured functions in notebook with preloaded configuration
- Docs
- Python not yet supported