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We should implement the ability to create a minimalist requirements.txt or conda environment YAML config file based on the Report
All too often, I need some sort of environment config to specify hard versions of what was used in an experiment when sharing it with others for reproducibility but exporting the entire environment is not necessary - I simply want to specify a few packages (like 10-20... so doing it manually is cumbersome) that are relevant to the project and leave it at that. I think scooby is well poised to implement this kind of feature.
The text was updated successfully, but these errors were encountered:
With this, it might be cool to implement a command-line interface that could scrub all the Python/Jupyter notebook files in a directory for import statements and keep track of any modules that aren't in the standard lib then generate a versions report for the current environment with all of those packages
This would make creating requirements.txt or conda config files a breeze in scientific experiments
We should implement the ability to create a minimalist
requirements.txt
or conda environment YAML config file based on theReport
All too often, I need some sort of environment config to specify hard versions of what was used in an experiment when sharing it with others for reproducibility but exporting the entire environment is not necessary - I simply want to specify a few packages (like 10-20... so doing it manually is cumbersome) that are relevant to the project and leave it at that. I think
scooby
is well poised to implement this kind of feature.The text was updated successfully, but these errors were encountered: