MXtalTools
Contents
About
Installation
Examples
Crystal Building
Dataset Creation
Model Training
API Reference
Common Utilities
Constants
Crystal Building
Crystal Search
Dataset Utilities
MLIP Interfaces
Models
mxtaltools.models.autoencoder_utils
mxtaltools.models.utils
mxtaltools.models.functions.minimum_image_neighbors
mxtaltools.models.functions.radial_graph
mxtaltools.models.graph_models.base_graph_model
mxtaltools.models.graph_models.graph_neural_network
mxtaltools.models.graph_models.molecule_graph_model
mxtaltools.models.modules.augmented_softmax_aggregator
mxtaltools.models.modules.basis_functions
mxtaltools.models.modules.components
mxtaltools.models.modules.graph_convolution
mxtaltools.models.modules.vector_LayerNorm
mxtaltools.models.task_models.autoencoder_models
mxtaltools.models.task_models.crystal_models
mxtaltools.models.task_models.embedding_regression_models
mxtaltools.models.task_models.mol_classifier
MoleculeClusterClassifier
mxtaltools.models.task_models.regression_models
MXtalTools
API Reference
mxtaltools.models.task_models.mol_classifier
View page source
mxtaltools.models.task_models.mol_classifier
class
mxtaltools.models.task_models.mol_classifier.
MoleculeClusterClassifier
(
seed
,
config
,
output_dim
,
atom_features
:
list
,
molecule_features
:
list
,
node_standardization_tensor
:
Tensor
,
graph_standardization_tensor
:
Tensor
)
[source]
Bases:
BaseGraphModel
forward
(
data_batch
,
return_dists
:
bool
=
False
,
return_latent
:
bool
=
False
,
return_embedding
:
bool
=
False
)
→
Tuple
[
Tensor
,
dict
|
None
]
[source]