machinelearning

commit d31a740d5bbc19434b2a813799b230bec8537507
parent c84f4c84ad727ab3593f8f33614bd664f162b10e
Author: Andrew <andrewlaack1@gmail.com>
Date:   Thu, 18 Apr 2024 18:08:25 -0500

Improved clarity

Diffstat:
A
GradientDescentThirdDegreePolynomialV2.py
 | 
45
+++++++++++++++++++++++++++++++++++++++++++++

1 file changed, 45 insertions(+), 0 deletions(-)
diff --git a/GradientDescentThirdDegreePolynomialV2.py b/GradientDescentThirdDegreePolynomialV2.py
@@ -0,0 +1,45 @@
+import random
+print("ax^3 + bx^2 + cx + d")
+
+a = float(input("Enter a: "))
+b = float(input("Enter b: "))
+c = float(input("Enter c: "))
+d = float(input("Enter d: "))
+
+
+def calculateValue(x):
+    return x**3 * a + x**2 * b + x * c + d
+
+
+def printResult(x, y):
+    print("x: " + str(x) + " y: " + str(y))
+
+
+def limit(x):
+    rightX = x + .00000001
+    leftX = x - .00000001
+
+    rightY = calculateValue(rightX)
+    leftY = calculateValue(leftX)
+
+    return ((rightY - leftY) / .00000002)
+
+
+def descend(x, depth):
+    print(x)
+    if depth > 100:
+        return x
+    lim = limit(x)
+    print(lim)
+    depth += 1
+
+    if lim > 0:
+        return descend(x - .001, depth)
+    else:
+        return descend(x + .001, depth)
+
+
+currSearch = random.random() * 10
+xVal = descend(currSearch, 0)
+
+printResult(xVal, calculateValue(xVal))