Fast weather forecast with artificial intelligence
WeatherNext, developed by Google DeepMind, is a model that uses generative artificial intelligence (generative AI) for weather forecasts. It aims to make faster and higher resolution atmospheric predictions compared to traditional physical simulations.
Updates
- August 10, 2026: Stars 7,148 → 7,149, latest release v0.3.0 (August 6, 2026).
What you get
- Makes medium-term atmospheric weather forecasts.
- Performs hurricane tracking and analysis.
- It offers high resolution data processing capacity.
Installation
pip install git+https://github.com/google-deepmind/weathernext.git@v0.3.0If you don't write code
I need to make a medium-term weather forecast for a specific region using the WeatherNext model. How can I load model weights via Google Cloud Bucket and start the forecast cycle by processing weather data (like temperature, wind speed)? Can you specifically explain the steps required for hurricane tracking?
Repository: https://github.com/google-deepmind/weathernext. Follow the official instructions in the README of this repository for setup and execution.
Before starting, check which OS we are on and if the necessary tools (e.g., Python, Node.js, Git, Docker) are installed. Install any missing ones step-by-step according to this system.
Create a new, empty folder to work in. Do not touch any files outside this folder and do not delete anything. Tell me what you are going to do in one sentence before running each command.
Tell me what I should see on the screen at the end of each step. If an error occurs, I will paste the error message to you exactly as it is, and we will fix it together.
Related dictionary terms
Links
TreScout did not build this tool · we found it in GitHub trends and wrote it up. This page describes the repository as of 2026-08-10: The star count and our text belong to that day, the repository may have changed since. Check the repository link for the current state. The introductory text was prepared with AI from the repository's own documentation, and this page was machine-translated from the Turkish original · the Turkish version prevails.