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Releases: materialsvirtuallab/matgl

v0.8.3

22 Aug 14:09
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  • Extend the functionality of ASE-interface for molecular systems and include more different ensembles. (@kenko911)
  • Improve the dgl graph construction and fix the if statements for stress and atomwise training. (@kenko911)
  • Refactored MEGNetDataset and M3GNetDataset classes with optimizations.

v0.8.2

11 Aug 14:48
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  • Add site-wise predictions for Potential. (@lbluque)
  • Enable CLI tool to be used for multi-fidelity models. (@kenko911)
  • Minor fix for model version for DIRECT model.

v0.8.1

08 Aug 01:09
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  • Fixed bug with loading of models trained with GPUs.
  • Updated default model for relaxations to be the M3GNet-MP-2021.2.8-DIRECT-PES model.

v0.8.0

28 Jul 14:53
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  • Fix a bug with use of set2set in M3Gnet implementation that affected intensive models such as the formation energy
    model. M3GNet model version is updated to 2 to invalidate previous models. Note that PES models are unaffected.
    (@kenko911)

v0.7.1

11 Jul 14:51
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  • Minor optimizations for memory and isolated atom training (@kenko911)

v0.7.0

25 Jun 23:04
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  • MatGL now supports structures with isolated atoms. (@JiQi535)
  • Fourier expansion layer and generalize cutoff polynomial. (@lbluque)
  • Radial bessel (zeroth order bessel). (@lbluque)

v0.6.2

21 Jun 19:18
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  • Simple CLI tool mgl added.

v0.6.1

21 Jun 03:35
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  • Bug fix for training loss_fn.

v0.6.0

20 Jun 17:14
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  • Refactoring of training utilities. Added example for training an M3GNet potential.

v0.5.6

15 Jun 04:34
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  • Minor internal refactoring of basis expansions into _basis.py. (@lbluque)