Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

weather prediction tool for Animal Crossing: New Horizons

Research Software for Neural Weather Prediction for Limited Area Modeling

Achoo uses a Raspberry Pi to predict if my son will need his inhaler on any given day using weather, pollen, and air quality data. If the prediction for a given day is above a specified threshold, the Pi will email his school nurse, and myself, notifying her that he may need preemptive treatment. Community-sourced health monitoring!

Ai2 Climate Emulator: fast machine learning models for weather and climate prediction

Deep Learning Weather Prediction

A library for numerical weather prediction and climate modelling

Multi-platform prediction market trading bot: trades weather temperature markets on Kalshi (KXHIGH series) and Polymarket using 31-member GFS ensemble forecasts + BTC 5-min microstructure signals. Kelly criterion sizing, signal calibration, React dashboard. (Highest profits $1.8k)

Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.

Deep learning models for global weather prediction on a cubed sphere

ML project to predict weather condition in given image

Final Year Project on Road Accident Prediction using user's Location,weather conditions by applying machine Learning concepts.

The aim of this project to see to do the prediction of the weather using the different types of machine learning model.

MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.

SIMROUTE: Weather Ship Routing (WSR) Code. The software is constructed considering available Copernicus Marine Environment Monitoring Service (CMEMS) wave predictions systems of free use.

Predicting Weather using CNN-LSTM

Curated papers on survey paper "deep learning and foundation models for weather prediction".

This is a rough project to simulate a real-time smart farming system, complete with crop prediction, fertiliser prediction, weather analysis and soil quality management.

Dual Staged Attention Model for Time Series prediction

Prediction of Crop Yield for farmers based on weather, satellite data

A home assistant custom component to integrate with the NOAA Space Weather Prediction Center API

San Francisco Muni Prediction and Weather LED sign

Photovoltaic power prediction based on weather data for my bachelor thesis

Live weather+smart power cut prediction system

High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation

A package to access outputs from Numerical Weather Prediction models both in raster format and as a time series for a location

In this repository i created many data scince - machine learning projects like(Deep dream,weather prediction,Movie recommender system etc) with code & datasets

气象数据预测

Developed a machine learning-based crop prediction model to assist farmers in making informed decisions about crop selection, planting, and harvesting.Integrated weather and geolocation APIs along with a web page for simplified user experience.

Create a dataset for teaching machine learning and deep learning