gluonts.mx.block package

Submodules

• gluonts.mx.block.cnn module
  • CausalConv1D
    • CausalConv1D.hybrid_forward()
  • DilatedCausalGated
    • DilatedCausalGated.hybrid_forward()
  • ResidualSequential
    • ResidualSequential.hybrid_forward()
• gluonts.mx.block.decoder module
  • ForkingMLPDecoder
    • ForkingMLPDecoder.hybrid_forward()
  • OneShotDecoder
    • OneShotDecoder.hybrid_forward()
  • Seq2SeqDecoder
    • Seq2SeqDecoder.hybrid_forward()
• gluonts.mx.block.dropout module
  • RNNZoneoutCell
    • RNNZoneoutCell.hybrid_forward()
    • RNNZoneoutCell.reset()
  • VariationalZoneoutCell
    • VariationalZoneoutCell.hybrid_forward()
    • VariationalZoneoutCell.reset()
• gluonts.mx.block.enc2dec module
  • FutureFeatIntegratorEnc2Dec
    • FutureFeatIntegratorEnc2Dec.hybrid_forward()
  • PassThroughEnc2Dec
    • PassThroughEnc2Dec.hybrid_forward()
  • Seq2SeqEnc2Dec
    • Seq2SeqEnc2Dec.hybrid_forward()
• gluonts.mx.block.encoder module
  • HierarchicalCausalConv1DEncoder
    • HierarchicalCausalConv1DEncoder.hybrid_forward()
  • MLPEncoder
    • MLPEncoder.hybrid_forward()
  • RNNCovariateEncoder
  • RNNEncoder
    • RNNEncoder.hybrid_forward()
  • Seq2SeqEncoder
    • Seq2SeqEncoder.hybrid_forward()
• gluonts.mx.block.feature module
  • FeatureAssembler
    • FeatureAssembler.hybrid_forward()
    • FeatureAssembler.process_dynamic_cat()
    • FeatureAssembler.process_dynamic_real()
    • FeatureAssembler.process_static_cat()
    • FeatureAssembler.process_static_real()
  • FeatureEmbedder
    • FeatureEmbedder.hybrid_forward()
• gluonts.mx.block.mlp module
  • MLP
    • MLP.hybrid_forward()
• gluonts.mx.block.quantile_output module
  • IncrementalDenseLayerProjection
    • IncrementalDenseLayerProjection.hybrid_forward()
  • IncrementalQuantileOutput
    • IncrementalQuantileOutput.get_loss()
    • IncrementalQuantileOutput.get_quantile_proj()
  • QuantileLoss
    • QuantileLoss.compute_quantile_loss()
    • QuantileLoss.hybrid_forward()
  • QuantileOutput
    • QuantileOutput.get_loss()
    • QuantileOutput.get_quantile_proj()
    • QuantileOutput.quantiles
  • crps_weights_pwl()
  • uniform_weights()
• gluonts.mx.block.regularization module
  • ActivationRegularizationLoss
    • ActivationRegularizationLoss.hybrid_forward()
  • TemporalActivationRegularizationLoss
    • TemporalActivationRegularizationLoss.hybrid_forward()
• gluonts.mx.block.rnn module
  • RNN
    • RNN.hybrid_forward()
• gluonts.mx.block.scaler module
  • MeanScaler
    • MeanScaler.compute_scale()
  • MinMax
    • MinMax.compute_scale()
  • NOPScaler
    • NOPScaler.compute_scale()
  • Scaler
    • Scaler.compute_scale()
    • Scaler.hybrid_forward()
• gluonts.mx.block.sndense module
  • SNDense
    • SNDense.hybrid_forward()
    • SNDense.weight
• gluonts.mx.block.snmlp module
  • SNMLPBlock
    • SNMLPBlock.get_weights()
    • SNMLPBlock.hybrid_forward()
    • SNMLPBlock.jacobian()
  • jacobian_sn_mlp_block_bf()