Comments (5)
In GitLab by @lgs on Oct 15, 2020, 15:52
Look Siluet Width like a possible metric to evaluate 'clusters'
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In GitLab by @vrodriguezf on Oct 16, 2020, 14:41
mentioned in commit 1962690
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In GitLab by @vrodriguezf on Oct 16, 2020, 16:03
An example of how to run a sweep for the UMAP DR notebook is now in _papermill_caller.ipynb
. It can be seen that, all you need is a call to pm.execute_notebook
as function of the sweep agent. That will execute the whole notebook.
In the notebook itself, the only thing that you have to care about is that, when a config parameter could be set from outside the notebook, check that before assigning it as part of the wandb.config
object. For example, before the code was:
config_dr.min_dist = 0.1
and now it is:
config_dr.min_dist = ifnone(config_dr.get('min_dist'), 0.1)
When calling the notebook from a sweep, the sweep will magically prepare the config_dr
with everything that you are sweeping over (e.g., min_dist), so it will already have that value assigned. In case the notebook is called normally, that field will be empty and you just assign a default value as usual (in this case 0.1).
The method ifnone
is an utility from fastcore
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In GitLab by @lgs on Oct 20, 2020, 16:55
mentioned in merge request !10
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Closing due to inactivity
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Related Issues (20)
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