{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.14","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[],"dockerImageVersionId":30761,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import numpy as np\nimport torch\nimport matplotlib.pyplot as plt\n\n# Generate Wealth Frequency\ndef generate_sine_wave(frequency, duration=5, amplitude=0.5, sample_rate=44100):\n t = np.linspace(0, duration, int(sample_rate * duration), endpoint=False)\n wave = amplitude * np.sin(2 * np.pi * frequency * t)\n return t, wave\n\n# Encrypt Wave Data using XOR\ndef xor_encrypt_decrypt(data, key):\n return bytearray(a ^ key for a in data)\n\n# Predict a frequency (this is where your model can go)\npredicted_frequency = 40.0 # Example\n\n# Generate the wave\nt, wave_data = generate_sine_wave(predicted_frequency)\n\n# Convert to bytes and encrypt\nwave_data_bytes = bytearray(np.float32(wave_data).tobytes())\nencryption_key = 55 # Example key\nencrypted_wave = xor_encrypt_decrypt(wave_data_bytes, encryption_key)\n\n# Decrypt the wave data\ndecrypted_wave_bytes = xor_encrypt_decrypt(encrypted_wave, encryption_key)\ndecrypted_wave_data = np.frombuffer(decrypted_wave_bytes, dtype=np.float32)\n\n# Visualization of Original and Decrypted Wave\nplt.subplot(2, 1, 1)\nplt.plot(t[:1000], wave_data[:1000], label='Original Wave')\nplt.title('Original Wealth Frequency')\n\nplt.subplot(2, 1, 2)\nplt.plot(t[:1000], decrypted_wave_data[:1000], label='Decrypted Wave', color='orange')\nplt.title('Decrypted Wealth Frequency')\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2024-09-15T20:11:13.070937Z","iopub.execute_input":"2024-09-15T20:11:13.071392Z","iopub.status.idle":"2024-09-15T20:11:17.294964Z","shell.execute_reply.started":"2024-09-15T20:11:13.071328Z","shell.execute_reply":"2024-09-15T20:11:17.293558Z"},"trusted":true},"execution_count":1,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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"},"metadata":{}}]},{"cell_type":"code","source":"import numpy as np\nimport matplotlib.pyplot as plt\n\n# Generate a Sine Wave (Frequency)\ndef generate_sine_wave(frequency, duration=5, amplitude=0.5, sample_rate=44100):\n t = np.linspace(0, duration, int(sample_rate * duration), endpoint=False)\n wave = amplitude * np.sin(2 * np.pi * frequency * t)\n return t, wave\n\n# XOR Encryption Function\ndef xor_encrypt_decrypt(data, key):\n return bytearray(a ^ key for a in data)\n\n# Energy Transfer Layer\ndef transfer_energy(frequency_wave, destination):\n # Calculate \"energy\" from the frequency (simulated as the square of the wave)\n energy = np.square(frequency_wave)\n\n # Simulate sending energy to a destination (e.g., print to console)\n print(f\"Sending energy to {destination}...\")\n\n # Return the computed energy for visualization\n return energy\n\n# Visualize the Energy Transfer\ndef visualize_energy_transfer(energy, destination, time):\n plt.figure(figsize=(10, 6))\n\n # Plot the energy wave being sent to the destination\n plt.plot(time[:1000], energy[:1000], label=f'Energy Directed to {destination}', color='green')\n plt.title(f'Energy Transfer to {destination}')\n plt.xlabel('Time [s]')\n plt.ylabel('Energy')\n plt.grid(True)\n plt.show()\n\n# Predict and Generate a Frequency\npredicted_frequency = 40.0 # Example predicted frequency\nt, wave_data = generate_sine_wave(predicted_frequency)\n\n# Encrypt the Frequency\nwave_data_bytes = bytearray(np.float32(wave_data).tobytes())\nencryption_key = 55 # Example key\nencrypted_wave = xor_encrypt_decrypt(wave_data_bytes, encryption_key)\n\n# Decrypt the Frequency\ndecrypted_wave_bytes = xor_encrypt_decrypt(encrypted_wave, encryption_key)\ndecrypted_wave_data = np.frombuffer(decrypted_wave_bytes, dtype=np.float32)\n\n# Energy Transfer Step\ndestination = \"Wealth Goal\" # Example destination where the energy is directed\nenergy_transferred = transfer_energy(decrypted_wave_data, destination)\n\n# Visualize the Energy Transfer\nvisualize_energy_transfer(energy_transferred, destination, t)","metadata":{"execution":{"iopub.status.busy":"2024-09-15T20:12:09.499832Z","iopub.execute_input":"2024-09-15T20:12:09.500331Z","iopub.status.idle":"2024-09-15T20:12:10.024685Z","shell.execute_reply.started":"2024-09-15T20:12:09.500286Z","shell.execute_reply":"2024-09-15T20:12:10.023384Z"},"trusted":true},"execution_count":3,"outputs":[{"name":"stdout","text":"Sending energy to Wealth Goal...\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":"
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"},"metadata":{}}]}]}