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5b83981 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | # ─────────────────────────────────────────────────────────────
# 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")
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