swotted

• swotted package
  • Submodules
  • swotted.decomposition_contraints module
    • nonnegative_projection()
    • normalization_constraint()
    • phenotypeSuccession_constraint()
    • phenotype_uniqueness()
    • sparsity_constraint()
  • swotted.fastswotted module
    • SlidingWindowConv
      • SlidingWindowConv.forward()
      • SlidingWindowConv.loss()
      • SlidingWindowConv.reconstruct()
      • SlidingWindowConv.setMetric()
    • fastSWoTTeDDataset
    • fastSWoTTeDModule
      • fastSWoTTeDModule.configure_optimizers()
      • fastSWoTTeDModule.forecast()
      • fastSWoTTeDModule.forward()
      • fastSWoTTeDModule.phenotypeNonSuccession_loss()
      • fastSWoTTeDModule.predict_step()
      • fastSWoTTeDModule.reorderPhenotypes()
      • fastSWoTTeDModule.test_step()
      • fastSWoTTeDModule.training_step()
      • fastSWoTTeDModule.validation_step()
    • fastSWoTTeDTrainer
      • fastSWoTTeDTrainer.fit()
  • swotted.loss_metrics module
    • Bernoulli
      • Bernoulli.compute()
    • Frobenius
      • Frobenius.compute()
    • Loss
      • Loss.compute()
    • Poisson
      • Poisson.compute()
  • swotted.slidingWindow_model module
    • SlidingWindow
      • SlidingWindow.forward()
      • SlidingWindow.loss()
      • SlidingWindow.reconstruct()
      • SlidingWindow.setMetric()
  • swotted.swotted module
    • swottedModule
      • swottedModule.configure_optimizers()
      • swottedModule.forecast()
      • swottedModule.forward()
      • swottedModule.predict_step()
      • swottedModule.reorderPhenotypes()
      • swottedModule.test_step()
      • swottedModule.training_step()
      • swottedModule.validation_step()
    • swottedTrainer
      • swottedTrainer.fit()
  • swotted.temporal_regularization module
    • TemporalDependency
      • TemporalDependency.forward()
      • TemporalDependency.init_hidden()
      • TemporalDependency.init_weights()
      • TemporalDependency.loss()
  • swotted.utils module
    • Subset
    • success_rate()
    • transform3DTensorTo4D()
  • Module contents