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modl-uclouvain
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modnet-matbench
Data repository accompanying De Breuck et al., "Robust model benchmarking and bias-imbalance in data-driven materials science: a case study on MODNet"
https://doi.org/10.1088/1361-648X/ac1280
MIT License
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add featurizer option + linting
#21
ppdebreuck
opened
1 year ago
0
MODNet v0.1.12~dev GA hyper opt results
#20
ppdebreuck
closed
2 years ago
2
Use the correct featurizer preset for composition-only tasks
#19
ml-evs
closed
2 years ago
0
Metrics for quality of uncertainty quantification
#18
sgbaird
opened
2 years ago
21
Adding big tasks
#17
ppdebreuck
closed
2 years ago
0
Pass classification setting through benchmark function, update results
#16
ml-evs
closed
3 years ago
0
Pass correct classification option to kfold for classification tasks
#15
ml-evs
closed
3 years ago
0
Uncertainty plots, postprocessing and ensembles
#14
ml-evs
closed
3 years ago
0
Various updates:
#13
ppdebreuck
closed
3 years ago
0
adding option to predict from model + postprocess
#12
ppdebreuck
closed
3 years ago
0
Include uncertainties
#11
ppdebreuck
closed
3 years ago
0
Include uncertainties
#10
ppdebreuck
closed
3 years ago
0
Submit benchmark data to the MatBench leaderboard
#9
ml-evs
closed
3 years ago
0
adding dKNN
#8
ppdebreuck
closed
3 years ago
0
Fix for composition-only tasks in featurize wrapper
#7
ml-evs
closed
3 years ago
0
Featurizing from scratch does not work for composition-only tasks
#6
ml-evs
closed
3 years ago
0
Add conda environment.yml file
#5
ml-evs
closed
3 years ago
1
Consider moving some code into main modnet package
#4
ml-evs
opened
3 years ago
0
Add links/methods to extract final data from figshare
#3
ml-evs
opened
3 years ago
0
Add a license
#2
ml-evs
closed
3 years ago
0
Matbench benchmark data
#1
ppdebreuck
closed
3 years ago
0