ashwinparanjape / meticulous-ml Goto Github PK
View Code? Open in Web Editor NEWLightweight experiment tracking for Machine Learning
Home Page: https://ashwinparanjape.github.io/meticulous-ml/
License: MIT License
Lightweight experiment tracking for Machine Learning
Home Page: https://ashwinparanjape.github.io/meticulous-ml/
License: MIT License
Thanks for the interesting exp-tracking package.
Your solution seems to be centered on argparse
and command-line based flags.
I generally set up many params in a yaml
config file (and I suspect many others do it this way),
and I use a package like parse_it
to override them at the command line, without having to specify an argparse
line for each of those args. However the end-result of using ParseIt
is a simple config dictionary, not an argparse object.
Any ideas on how I can adapt meticulous seems to work with an arbitrary dictionary of params?
Make the extracted meticulous args available to the user :)
This is because the default args are extracted using an empty list, but argparse throws an error if there are required arguments.
meticulous-ml/meticulous/experiment.py
Line 221 in 04d46ac
Tasks
Currently throws error if any existing experiment directory names are not-numeric
A way for the user to set the defaults for meticulous arguments would be useful!
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