Curifactory: A research experiment manager
- 1. Oak Ridge National Laboratory
Description
Curifactory is a command line tool and framework for organizing Python experiment code, configuration parameters, and results. It is an opinionated and lightweight approach to workflow management infrastructure and is primarily intended to support researchers conducting experiments on one machine. The design emphasizes the automated caching of intermediate data analysis artifacts to speed up development involving computationally intensive tasks. It also allows for data provenance and experiment reproduction. Individual experiment runs are tracked through logs and their output reports, and entire copies of a run with all cached data and metadata can be exported for others to run using Curifactory on another machine.
Files
curifactory-0.16.1.zip
Files
(41.2 MB)
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Additional details
Related works
- Is new version of
- Software: 10.11578/dc.20220208.1 (DOI)