TensorWeather

Description

A web application to visualize historical weather trends and predict future weather patterns using OpenWeather data and TensorFlow.

Created to participate in The OpenWeather Challenge

Features

• Fetches historical weather data from the OpenWeather API.
• Cleans and preprocesses data for use in a TensorFlow model.
• Trains a time-series forecasting model to predict future weather patterns.
• Visualizes historical trends and predictions in an interactive web interface.

Getting Started

Requirements

• node v20.10.0 (LTS)

• npm v10.2.3

• Prerequisites:

  • Node.js and npm (or yarn)
  • A valid OpenWeather API key

• Installation:

  • Clone the repository
  • Go to application folder cd application
  • Run npm install

Usage

Brief instructions on how to run the backend (NestJS) and the frontend.

Tech Stack

• Backend: NestJS, TensorFlow (or TensorFlow.js), OpenWeather API
• Frontend: VueJS

Contributing

If you're interested in contributing, please read the contributing guidelines

License

MIT