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