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1import joblib
2from huggingface_hub import hf_hub_download
3
4# Download ensemble model
5model_path = hf_hub_download(repo_id="your_username/fintech-ensemble-forecaster", filename="ensemble_model.pkl")
6
7# Load model
8ensemble_model = joblib.load(model_path)
9
10# Make predictions
11predictions = ensemble_model.predict(steps=5)| Model | RMSE | MAE | MAPE |
|---|---|---|---|
| Moving Average | 2.45 | 1.89 | 1.85% |
| ARIMA | 2.12 | 1.67 | 1.64% |
| LSTM | 1.89 | 1.45 | 1.42% |
| Transformer | 1.76 | 1.38 | 1.35% |
| Ensemble | 1.65 | 1.28 | 1.25% |
@software{fintech_datagen_2025,
title={FinTech DataGen: Complete Financial Forecasting Application},
author={FinTech DataGen Team},
year={2025},
url={https://github.com/your_username/fintech-datagen}
}