# Autogenerated by nbdev

d = { 'settings': { 'branch': 'main',
                'doc_baseurl': '/neuralforecast/',
                'doc_host': 'https://Nixtla.github.io',
                'git_url': 'https://github.com/Nixtla/neuralforecast/',
                'lib_path': 'neuralforecast'},
  'syms': { 'neuralforecast.auto': { 'neuralforecast.auto.AutoDilatedRNN': ('models.html#autodilatedrnn', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoDilatedRNN.__init__': ( 'models.html#autodilatedrnn.__init__',
                                                                                      'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoGRU': ('models.html#autogru', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoGRU.__init__': ('models.html#autogru.__init__', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoLSTM': ('models.html#autolstm', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoLSTM.__init__': ('models.html#autolstm.__init__', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoMLP': ('models.html#automlp', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoMLP.__init__': ('models.html#automlp.__init__', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoNBEATS': ('models.html#autonbeats', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoNBEATS.__init__': ( 'models.html#autonbeats.__init__',
                                                                                  'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoNHITS': ('models.html#autonhits', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoNHITS.__init__': ('models.html#autonhits.__init__', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoRNN': ('models.html#autornn', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoRNN.__init__': ('models.html#autornn.__init__', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoTCN': ('models.html#autotcn', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoTCN.__init__': ('models.html#autotcn.__init__', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoTFT': ('models.html#autotft', 'neuralforecast/auto.py'),
                                     'neuralforecast.auto.AutoTFT.__init__': ('models.html#autotft.__init__', 'neuralforecast/auto.py')},
            'neuralforecast.core': { 'neuralforecast.core.NeuralForecast': ('core.html#neuralforecast', 'neuralforecast/core.py'),
                                     'neuralforecast.core.NeuralForecast.__init__': ( 'core.html#neuralforecast.__init__',
                                                                                      'neuralforecast/core.py'),
                                     'neuralforecast.core.NeuralForecast._make_future_df': ( 'core.html#neuralforecast._make_future_df',
                                                                                             'neuralforecast/core.py'),
                                     'neuralforecast.core.NeuralForecast._prepare_fit': ( 'core.html#neuralforecast._prepare_fit',
                                                                                          'neuralforecast/core.py'),
                                     'neuralforecast.core.NeuralForecast.cross_validation': ( 'core.html#neuralforecast.cross_validation',
                                                                                              'neuralforecast/core.py'),
                                     'neuralforecast.core.NeuralForecast.fit': ('core.html#neuralforecast.fit', 'neuralforecast/core.py'),
                                     'neuralforecast.core.NeuralForecast.load': ('core.html#neuralforecast.load', 'neuralforecast/core.py'),
                                     'neuralforecast.core.NeuralForecast.predict': ( 'core.html#neuralforecast.predict',
                                                                                     'neuralforecast/core.py'),
                                     'neuralforecast.core.NeuralForecast.save': ('core.html#neuralforecast.save', 'neuralforecast/core.py'),
                                     'neuralforecast.core._cv_dates': ('core.html#_cv_dates', 'neuralforecast/core.py')},
            'neuralforecast.losses': { 'neuralforecast.losses.MAE': ('losses.html#mae', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MAE.__call__': ('losses.html#mae.__call__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MAE.__init__': ('losses.html#mae.__init__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MAPE': ('losses.html#mape', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MAPE.__call__': ('losses.html#mape.__call__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MAPE.__init__': ('losses.html#mape.__init__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MASE': ('losses.html#mase', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MASE.__call__': ('losses.html#mase.__call__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MASE.__init__': ('losses.html#mase.__init__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MQLoss': ('losses.html#mqloss', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MQLoss.__call__': ('losses.html#mqloss.__call__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MQLoss.__init__': ('losses.html#mqloss.__init__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MSE': ('losses.html#mse', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MSE.__call__': ('losses.html#mse.__call__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.MSE.__init__': ('losses.html#mse.__init__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.QuantileLoss': ('losses.html#quantileloss', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.QuantileLoss.__call__': ( 'losses.html#quantileloss.__call__',
                                                                                        'neuralforecast/losses.py'),
                                       'neuralforecast.losses.QuantileLoss.__init__': ( 'losses.html#quantileloss.__init__',
                                                                                        'neuralforecast/losses.py'),
                                       'neuralforecast.losses.RMSE': ('losses.html#rmse', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.RMSE.__call__': ('losses.html#rmse.__call__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.RMSE.__init__': ('losses.html#rmse.__init__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.SMAPE': ('losses.html#smape', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.SMAPE.__call__': ('losses.html#smape.__call__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.SMAPE.__init__': ('losses.html#smape.__init__', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses._divide_no_nan': ('losses.html#_divide_no_nan', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.wMQLoss': ('losses.html#wmqloss', 'neuralforecast/losses.py'),
                                       'neuralforecast.losses.wMQLoss.__call__': ( 'losses.html#wmqloss.__call__',
                                                                                   'neuralforecast/losses.py'),
                                       'neuralforecast.losses.wMQLoss.__init__': ( 'losses.html#wmqloss.__init__',
                                                                                   'neuralforecast/losses.py')},
            'neuralforecast.losses.numpy': { 'neuralforecast.losses.numpy._divide_no_nan': ( 'losses.numpy.html#_divide_no_nan',
                                                                                             'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy._metric_protections': ( 'losses.numpy.html#_metric_protections',
                                                                                                  'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy.mae': ('losses.numpy.html#mae', 'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy.mape': ( 'losses.numpy.html#mape',
                                                                                   'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy.mase': ( 'losses.numpy.html#mase',
                                                                                   'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy.mqloss': ( 'losses.numpy.html#mqloss',
                                                                                     'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy.mse': ('losses.numpy.html#mse', 'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy.quantile_loss': ( 'losses.numpy.html#quantile_loss',
                                                                                            'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy.rmae': ( 'losses.numpy.html#rmae',
                                                                                   'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy.rmse': ( 'losses.numpy.html#rmse',
                                                                                   'neuralforecast/losses/numpy.py'),
                                             'neuralforecast.losses.numpy.smape': ( 'losses.numpy.html#smape',
                                                                                    'neuralforecast/losses/numpy.py')},
            'neuralforecast.losses.pytorch': { 'neuralforecast.losses.pytorch.DistributionLoss': ( 'losses.pytorch.html#distributionloss',
                                                                                                   'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.DistributionLoss.__call__': ( 'losses.pytorch.html#distributionloss.__call__',
                                                                                                            'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.DistributionLoss.__init__': ( 'losses.pytorch.html#distributionloss.__init__',
                                                                                                            'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.DistributionLoss.get_distribution': ( 'losses.pytorch.html#distributionloss.get_distribution',
                                                                                                                    'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.DistributionLoss.sample': ( 'losses.pytorch.html#distributionloss.sample',
                                                                                                          'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.GMM': ( 'losses.pytorch.html#gmm',
                                                                                      'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.GMM.__call__': ( 'losses.pytorch.html#gmm.__call__',
                                                                                               'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.GMM.__init__': ( 'losses.pytorch.html#gmm.__init__',
                                                                                               'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.GMM.domain_map': ( 'losses.pytorch.html#gmm.domain_map',
                                                                                                 'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.GMM.get_distribution': ( 'losses.pytorch.html#gmm.get_distribution',
                                                                                                       'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.GMM.neglog_likelihood': ( 'losses.pytorch.html#gmm.neglog_likelihood',
                                                                                                        'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.GMM.sample': ( 'losses.pytorch.html#gmm.sample',
                                                                                             'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MAE': ( 'losses.pytorch.html#mae',
                                                                                      'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MAE.__call__': ( 'losses.pytorch.html#mae.__call__',
                                                                                               'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MAE.__init__': ( 'losses.pytorch.html#mae.__init__',
                                                                                               'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MAE.domain_map': ( 'losses.pytorch.html#mae.domain_map',
                                                                                                 'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MAPE': ( 'losses.pytorch.html#mape',
                                                                                       'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MAPE.__call__': ( 'losses.pytorch.html#mape.__call__',
                                                                                                'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MAPE.__init__': ( 'losses.pytorch.html#mape.__init__',
                                                                                                'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MAPE.domain_map': ( 'losses.pytorch.html#mape.domain_map',
                                                                                                  'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MASE': ( 'losses.pytorch.html#mase',
                                                                                       'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MASE.__call__': ( 'losses.pytorch.html#mase.__call__',
                                                                                                'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MASE.__init__': ( 'losses.pytorch.html#mase.__init__',
                                                                                                'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MASE.domain_map': ( 'losses.pytorch.html#mase.domain_map',
                                                                                                  'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MQLoss': ( 'losses.pytorch.html#mqloss',
                                                                                         'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MQLoss.__call__': ( 'losses.pytorch.html#mqloss.__call__',
                                                                                                  'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MQLoss.__init__': ( 'losses.pytorch.html#mqloss.__init__',
                                                                                                  'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MQLoss.domain_map': ( 'losses.pytorch.html#mqloss.domain_map',
                                                                                                    'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MSE': ( 'losses.pytorch.html#mse',
                                                                                      'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MSE.__call__': ( 'losses.pytorch.html#mse.__call__',
                                                                                               'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MSE.__init__': ( 'losses.pytorch.html#mse.__init__',
                                                                                               'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.MSE.domain_map': ( 'losses.pytorch.html#mse.domain_map',
                                                                                                 'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.PMM': ( 'losses.pytorch.html#pmm',
                                                                                      'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.PMM.__call__': ( 'losses.pytorch.html#pmm.__call__',
                                                                                               'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.PMM.__init__': ( 'losses.pytorch.html#pmm.__init__',
                                                                                               'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.PMM.domain_map': ( 'losses.pytorch.html#pmm.domain_map',
                                                                                                 'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.PMM.get_distribution': ( 'losses.pytorch.html#pmm.get_distribution',
                                                                                                       'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.PMM.neglog_likelihood': ( 'losses.pytorch.html#pmm.neglog_likelihood',
                                                                                                        'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.PMM.sample': ( 'losses.pytorch.html#pmm.sample',
                                                                                             'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.QuantileLoss': ( 'losses.pytorch.html#quantileloss',
                                                                                               'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.QuantileLoss.__call__': ( 'losses.pytorch.html#quantileloss.__call__',
                                                                                                        'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.QuantileLoss.__init__': ( 'losses.pytorch.html#quantileloss.__init__',
                                                                                                        'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.QuantileLoss.domain_map': ( 'losses.pytorch.html#quantileloss.domain_map',
                                                                                                          'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.RMSE': ( 'losses.pytorch.html#rmse',
                                                                                       'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.RMSE.__call__': ( 'losses.pytorch.html#rmse.__call__',
                                                                                                'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.RMSE.__init__': ( 'losses.pytorch.html#rmse.__init__',
                                                                                                'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.RMSE.domain_map': ( 'losses.pytorch.html#rmse.domain_map',
                                                                                                  'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.SMAPE': ( 'losses.pytorch.html#smape',
                                                                                        'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.SMAPE.__call__': ( 'losses.pytorch.html#smape.__call__',
                                                                                                 'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.SMAPE.__init__': ( 'losses.pytorch.html#smape.__init__',
                                                                                                 'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.SMAPE.domain_map': ( 'losses.pytorch.html#smape.domain_map',
                                                                                                   'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch._divide_no_nan': ( 'losses.pytorch.html#_divide_no_nan',
                                                                                                 'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.level_to_outputs': ( 'losses.pytorch.html#level_to_outputs',
                                                                                                   'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.normal_domain_map': ( 'losses.pytorch.html#normal_domain_map',
                                                                                                    'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.poisson_domain_map': ( 'losses.pytorch.html#poisson_domain_map',
                                                                                                     'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.quantiles_to_outputs': ( 'losses.pytorch.html#quantiles_to_outputs',
                                                                                                       'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.student_domain_map': ( 'losses.pytorch.html#student_domain_map',
                                                                                                     'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.wMQLoss': ( 'losses.pytorch.html#wmqloss',
                                                                                          'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.wMQLoss.__call__': ( 'losses.pytorch.html#wmqloss.__call__',
                                                                                                   'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.wMQLoss.__init__': ( 'losses.pytorch.html#wmqloss.__init__',
                                                                                                   'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.wMQLoss.domain_map': ( 'losses.pytorch.html#wmqloss.domain_map',
                                                                                                     'neuralforecast/losses/pytorch.py'),
                                               'neuralforecast.losses.pytorch.weighted_average': ( 'losses.pytorch.html#weighted_average',
                                                                                                   'neuralforecast/losses/pytorch.py')},
            'neuralforecast.models.dilated_rnn': { 'neuralforecast.models.dilated_rnn.AttentiveLSTMLayer': ( 'models.dilated_rnn.html#attentivelstmlayer',
                                                                                                             'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.AttentiveLSTMLayer.__init__': ( 'models.dilated_rnn.html#attentivelstmlayer.__init__',
                                                                                                                      'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.AttentiveLSTMLayer.forward': ( 'models.dilated_rnn.html#attentivelstmlayer.forward',
                                                                                                                     'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DRNN': ( 'models.dilated_rnn.html#drnn',
                                                                                               'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DRNN.__init__': ( 'models.dilated_rnn.html#drnn.__init__',
                                                                                                        'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DRNN._apply_cell': ( 'models.dilated_rnn.html#drnn._apply_cell',
                                                                                                           'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DRNN._pad_inputs': ( 'models.dilated_rnn.html#drnn._pad_inputs',
                                                                                                           'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DRNN._prepare_inputs': ( 'models.dilated_rnn.html#drnn._prepare_inputs',
                                                                                                               'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DRNN._split_outputs': ( 'models.dilated_rnn.html#drnn._split_outputs',
                                                                                                              'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DRNN._unpad_outputs': ( 'models.dilated_rnn.html#drnn._unpad_outputs',
                                                                                                              'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DRNN.drnn_layer': ( 'models.dilated_rnn.html#drnn.drnn_layer',
                                                                                                          'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DRNN.forward': ( 'models.dilated_rnn.html#drnn.forward',
                                                                                                       'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DilatedRNN': ( 'models.dilated_rnn.html#dilatedrnn',
                                                                                                     'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DilatedRNN.__init__': ( 'models.dilated_rnn.html#dilatedrnn.__init__',
                                                                                                              'neuralforecast/models/dilated_rnn.py'),
                                                   'neuralforecast.models.dilated_rnn.DilatedRNN.forward': ( 'models.dilated_rnn.html#dilatedrnn.forward',
                                                                                                             'neuralforecast/models/dilated_rnn.py'),
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                                                                                                   'neuralforecast/models/dilated_rnn.py'),
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