search

tnc-br / ddf-isoscapes

3 stars 0 forks source link

[Random Partitions SOTA] Update model to use true carbon values when available. #196

Open VimWizardVersace opened 11 months ago

VimWizardVersace commented 11 months ago

The model uses ground truth carbon values when available, and fills in the gaps by querying the carbon isoscape for missing values.

Right now, the columns to combine queried and groundtruth are hardcoded. There is a more dignified way to do this, certainly, but i wanted to minimize the diff here.

Some other notable diffs: Main uses kernel initializers. At this time I created this model, it did not, and it's not currently clear what the effect of glorot initializers has on it. Main has a patience of 100. This version of the model has a patience of 1000.
Main samples 15 from distribution in KL loss function. This model uses 50.

Finally, the demo filesets might be missing d13c_cel

review-notebook-app[bot] commented 11 months ago

Check out this pull request on  ReviewNB

See visual diffs & provide feedback on Jupyter Notebooks.

Powered by ReviewNB