Lab

In this lab, we will:

Load and preprocess the slope_stability_dataset
Implement classical LR using scikit-learn
Implement VQC in PennyLane
Compare LR and VQC in terms of accuracy

Step 1: Install and import libraries

Step 2: Load the dataset

Step 3: Preprocessing the dataset

Step 4: Build Classical LR Model

Step 5: Build a Quantum Device

Step 6: Build a Quantum Circuit

Step 7: Train the Quantum Model

Step 8: Print the Result

Link for the code: Code Link (Time took to run the code: 35-45 min)

Link for Dataset: Dataset Link

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