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  • Installing
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Section Navigation

  • Trainer
  • Dataset
  • DataModule
  • LabelTensor
  • Graph
  • LabelBatch
  • GraphBuilder
  • RadiusGraph
  • KNNGraph
  • ConditionInterface
  • Condition
  • DataCondition
  • DomainEquationCondition
  • InputEquationCondition
  • InputTargetCondition
  • SolverInterface
  • SingleSolverInterface
  • MultiSolverInterface
  • SupervisedSolverInterface
  • DeepEnsembleSolverInterface
  • PINNInterface
  • PINN
  • GradientPINN
  • CausalPINN
  • CompetitivePINN
  • SelfAdaptivePINN
  • RBAPINN
  • DeepEnsemblePINN
  • SupervisedSolver
  • DeepEnsembleSupervisedSolver
  • ReducedOrderModelSolver
  • GAROM
  • FeedForward
  • MultiFeedForward
  • ResidualFeedForward
  • Spline
  • DeepONet
  • MIONet
  • KernelNeuralOperator
  • FourierIntegralKernel
  • FNO
  • AveragingNeuralOperator
  • LowRankNeuralOperator
  • GraphNeuralOperator
  • GraphNeuralKernel
  • Residual Block
  • EnhancedLinear Block
  • Spectral Convolution Block
  • Fourier Block
  • Averaging Block
  • Low Rank Block
  • Graph Neural Operator Block
  • Continuous Convolution Interface
  • Continuous Convolution Block
  • Orthogonal Block
  • Proper Orthogonal Decomposition
  • Periodic Boundary Condition Embedding
  • Fourier Feature Embedding
  • Radial Basis Function Interpolation
  • Optimizer
  • Scheduler
  • TorchOptimizer
  • TorchScheduler
  • Adaptive Function Interface
  • Adaptive ReLU
  • Adaptive Sigmoid
  • Adaptive Tanh
  • Adaptive SiLU
  • Adaptive Mish
  • Adaptive ELU
  • Adaptive CELU
  • Adaptive GELU
  • Adaptive Softmin
  • Adaptive Softmax
  • Adaptive SIREN
  • Adaptive Exp
  • EquationInterface
  • Equation
  • SystemEquation
  • Equation Factory
  • Differential Operators
  • AbstractProblem
  • InverseProblem
  • ParametricProblem
  • SpatialProblem
  • TimeDependentProblem
  • AdvectionProblem
  • AllenCahnProblem
  • DiffusionReactionProblem
  • HelmholtzProblem
  • InversePoisson2DSquareProblem
  • Poisson2DSquareProblem
  • SupervisedProblem
  • Domain
  • CartesianDomain
  • EllipsoidDomain
  • SimplexDomain
  • OperationInterface
  • Union
  • Intersection
  • Difference
  • Exclusion
  • Processing callback
  • Optimizer callback
  • Refinment callback
  • Weighting callback
  • LossInterface
  • LpLoss
  • PowerLoss
  • WeightingInterface
  • ScalarWeighting
  • NeuralTangentKernelWeighting
  • Code Documentation
  • LabelBatch

LabelBatch#

class LabelBatch(*args: Any, **kwargs: Any)[source]#

Bases: Batch

Extends the Batch class to include LabelTensor objects.

classmethod from_data_list(data_list)[source]#

Create a Batch object from a list of Data or Graph objects.

Parameters:

data_list (list[Data] | list[Graph]) – List of Data or Graph objects.

Returns:

A Batch object containing the input data.

Return type:

Batch

On this page
  • LabelBatch
    • LabelBatch.from_data_list()

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