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janosh
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matbench-discovery
An evaluation framework for machine learning models simulating high-throughput materials discovery.
https://matbench-discovery.materialsproject.org
MIT License
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More geo opt metrics
#167
janosh
closed
13 hours ago
0
Metrics units as YAML comments
#166
janosh
closed
3 days ago
0
Fix GRACE-2L typos
#165
yury-lysogorskiy
closed
4 days ago
0
Grace (fix typos)
#164
yury-lysogorskiy
closed
4 days ago
2
Why is the SchNet model not included in that list?
#162
Asif-Iqbal-Bhatti
closed
5 days ago
0
Document new force field submission requirement to record and upload structure relaxations
#161
janosh
closed
5 days ago
0
GRACE-2L_r6
#160
yury-lysogorskiy
closed
5 days ago
1
Fix markdown to HTML conversion of model notes
#159
janosh
closed
1 week ago
0
Preliminary `GeoOptMetricsTable.svelte`
#157
janosh
closed
2 weeks ago
0
Swap `pandas`-generated metrics tables for fully-dynamic Svelte `DiscoveryMetricsTable`
#156
janosh
closed
3 weeks ago
0
add paper urls for Orb Technical report
#155
DeNeutoy
closed
3 weeks ago
0
Fixes to Figures for Updated Manuscript
#154
CompRhys
closed
2 weeks ago
6
In the cumulative recall point the final points aren't shown.
#153
CompRhys
closed
3 weeks ago
0
ML-relaxed structure analysis
#152
janosh
closed
3 weeks ago
0
Add `calc_energy_from_e_refs` utility function
#151
janosh
closed
1 month ago
0
Expand benchmark to thermal conductivity prediction
#150
janosh
closed
3 weeks ago
0
Indicate direct vs conservative force/stress models in targets column of metrics table
#149
janosh
closed
1 month ago
0
Schema tweaks for model metadata
#148
janosh
closed
1 month ago
0
update orb models to v2
#147
DeNeutoy
closed
1 month ago
1
Add fairchem EquiformerV2 models
#146
lbluque
closed
1 month ago
0
Unpinned Pymatviz causes backward incompatability issues
#145
DeNeutoy
closed
3 weeks ago
6
[pre-commit.ci] pre-commit autoupdate
#144
pre-commit-ci[bot]
closed
1 month ago
0
Metrics table column tooltips
#143
janosh
closed
1 month ago
0
Question on reproducing the results
#141
anyangml
closed
2 months ago
1
`slurm_submit` add kwarg `submit_as_temp_file: bool = True`
#140
janosh
closed
2 months ago
0
WBM filtering fails assert on entries_old_corr
#139
jackwebersdgr
opened
2 months ago
3
Fix model detail pages for models with array of training sets and non-string notes in YAML metadata
#138
janosh
closed
2 months ago
0
Move element-projected convex hull distance errors to model detail pages
#137
janosh
closed
2 months ago
0
Show single-model energy parity plots on model detail pages
#136
janosh
closed
2 months ago
0
Add metrics table download buttons
#135
janosh
closed
2 months ago
0
Refactor model preds loading to use new required `pred_col` key in YAML metadata files
#134
janosh
closed
2 months ago
0
Orb models
#133
DeNeutoy
closed
3 months ago
0
Allow multiple training sets per model in YAML metadata
#132
CompRhys
closed
3 months ago
0
Update some of the data files
#131
CompRhys
opened
3 months ago
0
Restore MPTrj EDA to working order
#130
CompRhys
closed
2 months ago
1
Correct batch_size of SevenNet-0
#129
YutackPark
closed
3 months ago
1
Fix `scripts/model_figs/per_element_errors.py`
#128
CompRhys
closed
3 months ago
0
Test more plotting scripts in CI
#127
janosh
closed
3 months ago
0
Add individual model detail pages
#126
janosh
closed
3 months ago
2
Look at adding RMSD as a metric.
#125
CompRhys
closed
3 weeks ago
5
Improper sorting on "Model Params"
#124
Andrew-S-Rosen
closed
3 months ago
1
Working save trajectory code with energies also being saved for test mace.
#123
CompRhys
closed
3 months ago
0
Type hint optimizer and filter in `test_mace` and `test_7net` correctly, fix pickled `PatchedPhaseDiagram` and `compile_wbm_test_set.py`
#122
CompRhys
closed
3 months ago
0
`data/wbm/compile_wbm_test_set.py`: various errors
#121
pbenner
closed
3 months ago
2
`data.py` add `ase_atoms_(to|from)_zip`
#120
janosh
closed
3 months ago
0
Test `mace_mp_0b`
#119
janosh
closed
4 months ago
0
fix: styled_html_tag -> html_tag
#118
CompRhys
closed
4 months ago
0
Update the function names for wren utils given breaking changes in Aviary
#117
CompRhys
closed
4 months ago
0
Update table caption for landing page
#116
CompRhys
closed
4 months ago
0
Add `n_estimators` to `model_metadata.yml`
#115
janosh
closed
4 months ago
0
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