Created
August 22, 2021 13:26
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Code for optimization 2
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| def predict(model, Depth, PHIF, VSH, SW, KLOGH, WOB, SURF_RPM): | |
| # Make a test input | |
| X_test = np.array([Depth, WOB, SURF_RPM, PHIF, VSH, SW, KLOGH]) | |
| X_test = X_test.reshape(1,-1) | |
| # Predict on a test input | |
| y_pred = model.predict(X_test) | |
| return y_pred[0] | |
| # Predict on new inputs | |
| predict(pipe, 4000, 0.2, 0.5, 1, 500, WOB=5e4, SURF_RPM=2) |
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