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Introduction:

  • DIRESA architecture
  • Install DIRESA

Tutorial:

  • Start tutorial
  • DIRESA model
  • Evaluate
  • Convolution and attention
  • Custom encoder/decoder

Module reference:

  • models module
  • loss module
  • layers module
  • callback module
  • toolbox module

Project links:

  • Paper
  • Code
  • Issues
  • PyTorch version
DIRESA
  • Index

Index

_ | A | B | C | D | E | L | M | O | S | T

_

  • __init__() (callback.LossWeightAnnealing method)
    • (layers.DistLayer method)
    • (layers.OrderLayer method)
    • (loss.CorrLogDistLoss method)
    • (loss.LatentCovLoss method)
    • (loss.MaleDistLoss method)
    • (loss.MsleDistLoss method)

A

  • autoencoder_model() (in module models)

B

  • build_ae() (in module models)
  • build_diresa() (in module models)

C

  • call() (layers.DistLayer method)
    • (layers.OrderLayer method)
    • (loss.CorrLogDistLoss method)
    • (loss.LatentCovLoss method)
    • (loss.MaleDistLoss method)
    • (loss.MsleDistLoss method)
  • callback
    • module
  • corr_dist_loss() (in module loss)
  • corr_log_dist_loss() (in module loss)
  • CorrLogDistLoss (class in loss)
  • cut_sub_model() (in module toolbox)

D

  • decoded_latent_components() (in module toolbox)
  • diresa_model() (in module models)
  • DistLayer (class in layers)

E

  • encoder_decoder() (in module toolbox)

L

  • latent_component_r2_scores() (in module toolbox)
  • LatentCovLoss (class in loss)
  • layers
    • module
  • loss
    • module
  • LossWeightAnnealing (class in callback)

M

  • mae_dist_loss() (in module loss)
  • male_dist_loss() (in module loss)
  • MaleDistLoss (class in loss)
  • mape_dist_loss() (in module loss)
  • models
    • module
  • module
    • callback
    • layers
    • loss
    • models
    • toolbox
  • mse_dist_loss() (in module loss)
  • msle_dist_loss() (in module loss)
  • MsleDistLoss (class in loss)

O

  • on_epoch_begin() (callback.LossWeightAnnealing method)
  • on_epoch_end() (callback.LossWeightAnnealing method)
  • OrderLayer (class in layers)

S

  • set_encoder_trainable() (in module toolbox)

T

  • toolbox
    • module

© Copyright 2024, Geert De Paepe, ETRO VUB.

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