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QML2 v0.1.7

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@kvkarandashev kvkarandashev released this 06 Sep 14:31
  • revised model classes KRRModel, KRRLocalModel, SORFModel, SORFLocalModel, and FJKModel. Most notable change is that they now all do hyperparameter optimization using leave-one-out errors and do two-tier optimization of lambda and sigma (similarly to MSORF models).

  • MSORF can be used with PCA, can also now be trained on datasets too large to be stored in RAM at once.

  • dimensionality of forces can now be changed to value different from nCartDim=3 (introduced for alchemical derivatives).

  • importing from qml2.ensemble no longer requires installation of rdkit, pyscf, etc.

  • added constructor from ASE objects.

  • minor bugfixes.