Create quantum_regression.js

quantum_models/models.modules/quantum_regression.js

@@ -0,0 +1,21 @@
+import { normalize } from '../models.utils';
+
+class QuantumRegression {
+  constructor() {
+    this.algorithm = 'least_squares';
+    this.num_iterations = 1000;
+  }
+
+  async init() {
+    // Initialize the quantum regression system
+  }
+
+  async predict(input) {
+    // Predict the output using the quantum regression
+    const output = [];
+    //...
+    return output;
+  }
+}
+
+export default QuantumRegression;