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materialsvirtuallab
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matgl
Graph deep learning library for materials
BSD 3-Clause "New" or "Revised" License
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Improve the implementation of three-body interactions in M3GNet
#282
kenko911
closed
3 hours ago
1
Better Documentation for M3GNet potential training with stresses
#281
kenko911
closed
1 week ago
1
Issue with Stress training
#280
matthewkuner
closed
1 week ago
1
How to deal with some labels missing?
#279
matthewkuner
closed
1 week ago
1
Improve the coverage in MLP_norm class
#278
kenko911
closed
1 week ago
1
Improve SO3Net model class coverage and simplify TensorNet implementation
#277
kenko911
closed
1 week ago
1
Improve the TensorNet model class coverage
#276
kenko911
closed
1 week ago
1
FrechetCellFilter is added for variable cell relaxation in Relaxer class
#275
kenko911
closed
1 week ago
1
[Bug]: replace deprecated `ExpCellFilter`
#274
janosh
closed
1 week ago
2
Matgl depends on torch==2.2.1
#273
Badasper
closed
1 week ago
2
FYI: There are no 1.1.2 PyPI wheels
#269
Andrew-S-Rosen
closed
3 weeks ago
1
[Feature Request]: Update `pytorch_lightning` to `lightning`
#268
CompRhys
closed
3 weeks ago
1
Move AtomRef Fitting to numpy to avoid bug
#267
BowenD-UCB
closed
1 month ago
3
NVE ensemble is added
#266
kenko911
closed
1 month ago
1
Bump rexml from 3.2.5 to 3.2.8 in /docs
#265
dependabot[bot]
closed
1 month ago
0
[Bug]: Finetuned model is worse than pretrained model
#264
bfocassio
closed
1 month ago
24
Update pytorch-lightning
#263
kenko911
closed
1 month ago
1
Bump nokogiri from 1.16.2 to 1.16.5 in /docs
#262
dependabot[bot]
closed
1 month ago
0
Increase more code coverage in _chgnet.py
#261
kenko911
closed
1 month ago
1
Fixed the warning in _basis.py and increase code coverage
#260
kenko911
closed
1 month ago
1
Ensure `free_energy` property is a `float` and not `np.array(float)`
#259
Andrew-S-Rosen
closed
1 month ago
2
UserWarrning in `_basis.py`
#258
Andrew-S-Rosen
closed
1 month ago
1
Update pyproject.toml and requirements.txt for dgl-2.x
#257
kenko911
closed
1 month ago
1
[Bug]: RMSE and MAE are the same in the outputted test metric
#256
YuanbinLiu
closed
1 month ago
3
[Bug]: pypi/release version not consistent with git repo for models
#255
JosephMontoya-TRI
closed
1 month ago
2
[Bug]: GPU utilization low and multi-core CPU utilization only around 100% during training
#254
hchenglab
closed
1 month ago
1
Included more united tests to improve code coverage
#253
kenko911
closed
1 month ago
1
Update the model version of Potential class in pretrained models
#252
kenko911
closed
1 month ago
1
[Question] M3GNet finetuning and MD
#251
jhkimmmmm
closed
1 month ago
2
[Bug]: ValueError: Bad serialized model or bad model name. It is possible that you have an older model cached. Please clear your cache by running `python -c "import matgl; matgl.clear_cache()"`
#250
HarshaSatyavardhan
closed
2 months ago
3
[Feature Request]: change the home page info in your page
#248
FUVHasagi
closed
2 months ago
0
Fix jupyter notebook for M3GNet property model and MLIP training
#247
kenko911
closed
3 months ago
1
[Bug]: AttributeError: 'M3GNet' object has no attribute 'calc_stresses'
#246
dream123321
closed
3 months ago
1
[Bug]: Getting ValueError due to run "Training a M3GNet Formation Energy Model with PyTorch Lightning.ipynb" without any change in code.
#245
Sunests
closed
3 months ago
2
Ensure the state attr from molecular graph is consistent with matgl.float_th and include linear layer in TensorNet to match the original implementations
#244
kenko911
closed
3 months ago
2
[Bug]: Incompataibility with `dgl==2.1.0` and `torch==2.2.2`
#243
Andrew-S-Rosen
closed
1 month ago
11
CHGNet-matgl implementation
#242
BowenD-UCB
closed
1 month ago
6
Fixed the element symbol
#241
rul048
closed
3 months ago
0
Small Refactoring for include_state
#239
kenko911
closed
3 months ago
1
[Bug]: pymatgen CI broken due to transitive `pydantic` dependency via `matgl->dgl->pydantic`.
#238
janosh
closed
1 month ago
0
[Bug]: Cannot load from checkpoint
#237
JunsuAndrewLee
closed
3 months ago
3
Remove unnecessary data storage from dgl graphs in MGLDataset
#236
kenko911
closed
4 months ago
3
[Bug]: `RuntimeError: expected scalar type Float but found Double`
#235
matthewkuner
closed
4 months ago
1
Bump torch from 2.2.0 to 2.2.1
#234
dependabot[bot]
closed
4 months ago
2
Bump pymatgen from 2024.2.8 to 2024.2.23
#233
dependabot[bot]
closed
4 months ago
2
Bump pymatgen from 2024.2.8 to 2024.2.20
#232
dependabot[bot]
closed
4 months ago
2
Little cleanup in so3.py and _so3.py
#231
kenko911
closed
4 months ago
1
Enable the smooth version of spherical bessel functions in TensorNet
#230
kenko911
closed
4 months ago
1
TensorNet
#229
guillemsimeon
closed
4 months ago
1
[Bug]: RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!
#228
alinelena
closed
4 months ago
5
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