Upload 2611_252_159 (1).py

2611_252_159 (1).py

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+# -*- coding: utf-8 -*-
+"""2611.252.159
+
+Automatically generated by Colab.
+
+Original file is located at
+    https://colab.research.google.com/drive/1LGQw7JHuJXozxi_BMJx2bxTZfAnM96ff
+"""
+
+import torch
+import matplotlib.pyplot as plt
+import numpy as np
+
+# Define parameters for the base wave
+time = torch.linspace(0, 10, steps=1000)  # Time vector
+frequency = 2  # Base frequency of the wave
+amplitude = 5  # Base amplitude of the wave
+phase_shift = torch.pi / 4  # Phase shift
+
+# Generate the base sine wave
+base_wave = amplitude * torch.sin(2 * torch.pi * frequency * time + phase_shift)
+
+# Add some complexity by combining additional sine waves
+wave2 = (amplitude / 2) * torch.sin(4 * torch.pi * frequency * time + phase_shift / 2)
+wave3 = (amplitude / 3) * torch.sin(6 * torch.pi * frequency * time + phase_shift / 3)
+
+# Combine the waves to create a "wealthy" base pattern
+wealthy_wave = base_wave + wave2 + wave3
+
+# Introduce unpredictability by adding random noise
+noise = torch.randn_like(time) * 0.5  # Random noise with small amplitude
+
+# Combine the wealthy wave with noise to create unpredictability
+unpredictable_wealthy_wave = wealthy_wave + noise
+
+# Convert to numpy for easier plotting
+time_np = time.numpy()
+unpredictable_wealthy_wave_np = unpredictable_wealthy_wave.numpy()
+
+# Plot the unpredictable wealthy wave pattern
+plt.figure(figsize=(10, 5))
+plt.plot(time_np, unpredictable_wealthy_wave_np, label='Unpredictable Wealthy Wave Pattern')
+plt.title('.159 Wealthy Patterns')
+plt.xlabel('Time')
+plt.ylabel('Amplitude')
+plt.legend()
+plt.grid(True)
+plt.show()