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| # ───────────────────────────────────────────────────────────── | |
| # NOTEBOOK PATCH — add this cell RIGHT AFTER Step 4 (fit scaler) | |
| # in BitPredict_LSTM_2026.ipynb | |
| # ───────────────────────────────────────────────────────────── | |
| import joblib, os | |
| os.makedirs('model', exist_ok=True) | |
| # Save scaler (REQUIRED for Flask backend) | |
| joblib.dump(scaler, 'model/scaler.pkl') | |
| print("✅ scaler saved → model/scaler.pkl") | |
| # ───────────────────────────────────────────────────────────── | |
| # STEP 10 PATCH — change the model.save path to the model/ folder | |
| # ───────────────────────────────────────────────────────────── | |
| model.save('model/bitpredict_lstm_2026.h5') | |
| print("✅ model saved → model/bitpredict_lstm_2026.h5") | |