| import gradio as gr | |
| import numpy as np | |
| import matplotlib.pyplot as plt | |
| from PIL import Image | |
| from io import BytesIO | |
| class Vector_Addition: | |
| def __init__(self, v1, v2): | |
| self.v1 = np.array([v1, 1]) | |
| self.v2 = np.array([v2, 3]) | |
| def problem_add(self): | |
| problem_add_prompt = print(f'What does vector 1: {self.v1} + vector 2: {self.v2} equal?') | |
| return problem_add_prompt | |
| def vector_add(self): | |
| v3 = self.v1 + self.v2 | |
| v3_text = f'The new vector 3 produced = vector 1: {self.v1} + vector 2: {self.v2} = {v3}' | |
| return v3_text | |
| def plot_vector_add(self): | |
| plt.figure(figsize=(10,5)) | |
| plt.plot([0, self.v1[0]], [0, self.v1[1]], 'b', label='v1') | |
| plt.plot([0, self.v2[0]], [0, self.v2[1]], 'r', label='v2') | |
| plt.plot([0, self.v1[0]+ self.v2[0]], [0, self.v1[1]+ self.v2[1]], 'k', label='v1+v2') | |
| plt.xlabel('X') | |
| plt.ylabel('Y') | |
| plt.title('Vector Addition') | |
| plt.grid(True) | |
| plt.legend() | |
| buf = BytesIO() | |
| plt.savefig(buf, format='png') | |
| buf.seek(0) | |
| image = Image.open(buf) | |
| plt.close() | |
| return image | |
| buf = BytesIO() | |
| plt.savefig(buf, format='png') | |
| buf.seek(0) | |
| image = Image.open(buf) | |
| plt.close() | |
| return image | |
| def vector_addition(v1, v2): | |
| vector_addition = Vector_Addition(v1, v2) | |
| v3 = vector_addition.vector_add() | |
| plot = vector_addition.plot_vector_add() | |
| return v3, plot | |
| iface = gr.Interface(vector_addition, | |
| [gr.components.Number(label="Vector 1"), | |
| gr.components.Number(label="Vector 2")], | |
| [gr.components.Textbox(label="Vector 3"), | |
| gr.components.Image(label="Vector Addition Plot")]) | |
| iface.launch() |