TorchANI ======== .. autoclass:: torchani.AEVComputer :members: .. autoclass:: torchani.ANIModel .. autoclass:: torchani.Ensemble .. autoclass:: torchani.EnergyShifter :members: .. autoclass:: torchani.nn.Gaussian Model Zoo ========= .. automodule:: torchani.models .. autoclass:: torchani.models.ANI1x :members: .. autoclass:: torchani.models.ANI1ccx :members: Datasets ======== .. automodule:: torchani.data .. autofunction:: torchani.data.find_threshold .. autofunction:: torchani.data.ShuffledDataset .. autoclass:: torchani.data.CachedDataset :members: .. autofunction:: torchani.data.load_ani_dataset .. autofunction:: torchani.data.create_aev_cache .. autoclass:: torchani.data.BatchedANIDataset .. autoclass:: torchani.data.AEVCacheLoader .. automodule:: torchani.data.cache_aev Utilities ========= .. automodule:: torchani.utils .. autofunction:: torchani.utils.pad .. autofunction:: torchani.utils.pad_atomic_properties .. autofunction:: torchani.utils.present_species .. autofunction:: torchani.utils.strip_redundant_padding .. autofunction:: torchani.utils.map2central .. autoclass:: torchani.utils.ChemicalSymbolsToInts :members: .. autofunction:: torchani.utils.hessian .. autofunction:: torchani.utils.vibrational_analysis NeuroChem ========= .. automodule:: torchani.neurochem .. autoclass:: torchani.neurochem.Constants :members: .. autofunction:: torchani.neurochem.load_sae .. autofunction:: torchani.neurochem.load_atomic_network .. autofunction:: torchani.neurochem.load_model .. autofunction:: torchani.neurochem.load_model_ensemble .. autoclass:: torchani.neurochem.Trainer :members: .. automodule:: torchani.neurochem.trainer ASE Interface ============= .. automodule:: torchani.ase .. autoclass:: torchani.ase.Calculator TorchANI Optimizater ==================== .. automodule:: torchani.optim .. autoclass:: torchani.optim.AdamW Ignite Helpers ============== .. automodule:: torchani.ignite .. autoclass:: torchani.ignite.Container :members: .. autoclass:: torchani.ignite.DictLoss .. autoclass:: torchani.ignite.PerAtomDictLoss .. autoclass:: torchani.ignite.TransformedLoss .. autofunction:: torchani.ignite.MSELoss .. autoclass:: torchani.ignite.DictMetric .. autofunction:: torchani.ignite.RMSEMetric .. autofunction:: torchani.ignite.MaxAEMetric