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1# This is a demo model - full implementation in production system
2import torch
3from transformers import AutoModel
4
5# Load model (demo)
6model = AutoModel.from_pretrained("rsmctn/bist-dp-lstm-trading-model")
7
8# Production usage requires full system:
9# https://github.com/RSMCTN/BIST_AI0011@misc{bist_dp_lstm_2024,
2 title={Differential Privacy LSTM for Turkish Stock Market Prediction},
3 author={rsmctn},
4 year={2024},
5 url={https://github.com/RSMCTN/BIST_AI001}
6}