Create config/config.yaml

config/config.yaml

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+# Data processing configuration
+data_processing:
+  data_frequency: 'D'
+  lags: [1, 7, 30]
+  rolling_windows: [7, 30]
+  differences: [1, 7]
+  use_tsfresh: false
+  scaling_method: 'standard'
+  n_jobs: 1
+
+# Modeling configuration
+modeling:
+  forecast_horizon: 7
+  seq_length: 30
+  
+  # LSTM configuration
+  lstm:
+    hidden_size: 32
+    num_layers: 1
+    dropout: 0.2
+    learning_rate: 0.001
+    batch_size: 16
+    epochs: 50
+  
+  # Prophet configuration
+  prophet:
+    changepoint_prior_scale: 0.05
+    seasonality_prior_scale: 10.0
+    yearly_seasonality: true
+    weekly_seasonality: true
+    daily_seasonality: false