| import matplotlib.pyplot as plt | |
| def model_analytics(train_losses, train_accuracies, test_accuracies): | |
| plt.figure(figsize=(10, 5)) | |
| plt.subplot(1, 2, 1) | |
| plt.plot(train_losses, label='Training Loss') | |
| plt.xlabel('Batch') | |
| plt.ylabel('Loss') | |
| plt.title('Loss per Training Batch') | |
| plt.legend() | |
| plt.subplot(1, 2, 2) | |
| plt.plot(train_accuracies, label='Training Accuracy') | |
| plt.plot(test_accuracies, label='Test Accuracy') | |
| plt.xlabel('Epoch') | |
| plt.ylabel('Accuracy (%)') | |
| plt.title('Training and Test Accuracies') | |
| plt.legend() | |
| plt.tight_layout() | |
| plt.savefig("analytics.png") | |
| return "✅ Figure saved successfully" |