DeepField
  • API
    • Field components
    • Dataset tools
    • Metamodelling
    • Preprocessing utils
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API¶

  • Field components
    • Base classes
      • BaseComponent
      • SpatialComponent
    • Aquifer
    • Field
    • Grids
      • Grid
      • Orthogonal uniform grid
      • Corner-point grid
    • Rock
    • States
    • Tables
    • Wells
      • Wells
      • WellSegment
  • Dataset tools
    • Loaders and samplers
      • FieldDataset
      • FieldSample
      • UniformSequenceSubset
      • RandomSubsequence
    • Randomizers
      • FieldRandomizer
      • RockRandomizer
      • StatesRandomizer
      • ControlRandomizer
    • Transforms
      • ToTensor
      • Normalize
      • Compose
  • Metamodelling
    • Custom blocks
    • Autoencoding
      • SpatialAutoencoder
    • Dynamics
      • NeuralDifferentialEquation
      • LatentSpaceDynamics
    • Training
      • NNTrainer
      • L2Loss
      • Factories
      • Utils
  • Preprocessing utils
    • PropertiesTransfer
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