new realt module

NN/models/__init__.py

@@ -0,0 +1,14 @@
+"""
+Neural Network Models
+====================
+
+This package contains the neural network models used in the trading system:
+- CNN Model: Deep convolutional neural network for feature extraction
+- Transformer Model: Processes high-level features for improved pattern recognition 
+- MoE: Mixture of Experts model that combines multiple neural networks
+"""
+
+from NN.models.cnn_model import CNNModel
+from NN.models.transformer_model import TransformerModel, TransformerBlock, MixtureOfExpertsModel
+
+__all__ = ['CNNModel', 'TransformerModel', 'TransformerBlock', 'MixtureOfExpertsModel']