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diff --git a/...ples/Automatic_Hyperparameter_Tuning.html → ...ples/automatic_hyperparameter_tuning.html b/...ples/Automatic_Hyperparameter_Tuning.html → ...ples/automatic_hyperparameter_tuning.html
diff --git a/examples/Data_Format.html → examples/data_format.html b/examples/Data_Format.html → examples/data_format.html
diff --git a/examples/ElectricityPeakForecasting.html → examples/electricitypeakforecasting.html b/examples/ElectricityPeakForecasting.html → examples/electricitypeakforecasting.html
diff --git a/examples/Exogenous_Variables.html → examples/exogenous_variables.html b/examples/Exogenous_Variables.html → examples/exogenous_variables.html
diff --git a/examples/Forecasting_TFT.html → examples/forecasting_tft.html b/examples/Forecasting_TFT.html → examples/forecasting_tft.html
diff --git a/examples/Getting_Started.html → examples/getting_started.html b/examples/Getting_Started.html → examples/getting_started.html
diff --git a/examples/Getting_Started_complete.html → examples/getting_started_complete.html b/examples/Getting_Started_complete.html → examples/getting_started_complete.html
diff --git a/examples/HierarchicalNetworks.html → examples/hierarchicalnetworks.html b/examples/HierarchicalNetworks.html → examples/hierarchicalnetworks.html
diff --git a/examples/How_to_add_models.html → examples/how_to_add_models.html b/examples/How_to_add_models.html → examples/how_to_add_models.html
diff --git a/examples/Installation.html → examples/installation.html b/examples/Installation.html → examples/installation.html
diff --git a/examples/IntermittentData.html → examples/intermittentdata.html b/examples/IntermittentData.html → examples/intermittentdata.html
diff --git a/examples/LongHorizon_Probabilistic.html → examples/longhorizon_probabilistic.html b/examples/LongHorizon_Probabilistic.html → examples/longhorizon_probabilistic.html
diff --git a/examples/LongHorizon_with_NHITS.html → examples/longhorizon_with_nhits.html b/examples/LongHorizon_with_NHITS.html → examples/longhorizon_with_nhits.html
diff --git a/examples/LongHorizon_with_Transformers.html → examples/longhorizon_with_transformers.html b/examples/LongHorizon_with_Transformers.html → examples/longhorizon_with_transformers.html
diff --git a/examples/Neuralforecast_Map.html → examples/neuralforecast_map.html b/examples/Neuralforecast_Map.html → examples/neuralforecast_map.html
diff --git a/examples/PredictInsample.html → examples/predictinsample.html b/examples/PredictInsample.html → examples/predictinsample.html
diff --git a/examples/Predictive_Maintenance.html → examples/predictive_maintenance.html b/examples/Predictive_Maintenance.html → examples/predictive_maintenance.html
diff --git a/examples/Robust_Regression.html → examples/robust_regression.html b/examples/Robust_Regression.html → examples/robust_regression.html
diff --git a/examples/Save_Load_models.html → examples/save_load_models.html b/examples/Save_Load_models.html → examples/save_load_models.html
diff --git a/examples/Signal_Decomposition.html → examples/signal_decomposition.html b/examples/Signal_Decomposition.html → examples/signal_decomposition.html
diff --git a/examples/StatsMlNeuralMethods.html → examples/statsmlneuralmethods.html b/examples/StatsMlNeuralMethods.html → examples/statsmlneuralmethods.html
diff --git a/examples/Temporal_Classifiers.html → examples/temporal_classifiers.html b/examples/Temporal_Classifiers.html → examples/temporal_classifiers.html
diff --git a/examples/Time_Series_Scaling.html → examples/time_series_scaling.html b/examples/Time_Series_Scaling.html → examples/time_series_scaling.html
diff --git a/examples/Transfer_Learning.html → examples/transfer_learning.html b/examples/Transfer_Learning.html → examples/transfer_learning.html
diff --git a/examples/UncertaintyIntervals.html → examples/uncertaintyintervals.html b/examples/UncertaintyIntervals.html → examples/uncertaintyintervals.html