后端+前端+算法模型,机器学习项目 demo。Flask + vue + ML, full stack machine learning project construction.
Flask is a micro web framework written in Python, while Vue is a progressive JavaScript framework used for building user interfaces. When combined, Flask and Vue create a powerful full-stack web development solution that integrates front-end and back-end technologies seamlessly. The two GitHub repositories (smutuvi/flask_vue_ML and oleg-agapov/flask-vue-spa) provide examples of how Flask and Vue can be used together for creating single-page applications or machine learning projects.
To set up a Flask-Vue project similar to the examples provided in the GitHub repositories, follow these steps:
Install Flask using pip:
pip install Flask
Install Vue CLI globally using npm:
npm install -g @vue/cli
Create a new Vue project inside the Flask project directory:
vue create frontend
Update the Flask server to serve the Vue frontend:
from flask import Flask, send_from_directory
app = Flask(__name__)
@app.route('/')
def index():
return send_from_directory('frontend/dist', 'index.html')
if __name__ == '__main__':
app.run()
Run the Flask server and the Vue development server simultaneously to see the integrated application in action.
Combining Flask and Vue allows developers to leverage the strengths of both technologies to create dynamic web applications efficiently. The GitHub repositories mentioned serve as excellent starting points for exploring the integration of Flask and Vue, whether for building single-page applications or implementing machine learning models. By following the installation guide and experimenting with the provided examples, developers can enhance their skills in full-stack web development using Flask and Vue.