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Re-test CHGNet v0.3.0 #58

Merged
merged 11 commits into from
Oct 26, 2023
Merged

Re-test CHGNet v0.3.0 #58

merged 11 commits into from
Oct 26, 2023

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janosh
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@janosh janosh commented Oct 23, 2023

v0.3.0 release hit PyPI yesterday.

CHGNet v0.3.0 achieves a noticeable performance jump over v0.2.0. Especially in $R^2$ which increased from 0.58 to 0.69. Next most pronounced was the decrease in convex hull distance MAE from 70 to 61 meV/atom.

metrics-table

migrated to pymatiz.io.df_to_svelte_table
and revert max_steps = 500 from experimenting with 2000
@janosh janosh added the new model Model submission label Oct 23, 2023
@janosh janosh temporarily deployed to github-pages October 23, 2023 14:15 — with GitHub Actions Inactive
@janosh janosh temporarily deployed to github-pages October 24, 2023 20:56 — with GitHub Actions Inactive
@janosh janosh temporarily deployed to github-pages October 25, 2023 21:44 — with GitHub Actions Inactive
mv 2023-03-06-chgnet(''->-0.2.0)-wbm-IS2RE.csv.gz
rm 2023-03-04-chgnet-wbm-IS2RE.csv.gz

include slurm job id in model pred JSON files
from pymatviz.(utils->io) import save_fig
@janosh janosh temporarily deployed to github-pages October 26, 2023 01:53 — with GitHub Actions Inactive
@janosh janosh temporarily deployed to github-pages October 26, 2023 04:12 — with GitHub Actions Inactive
@janosh janosh merged commit 766155e into main Oct 26, 2023
@janosh janosh deleted the chgnet-0.3.0 branch October 26, 2023 04:22
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janosh commented Oct 26, 2023

Follow up commit to update some more figures: 2f4c33a.

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