nowcasting

Python framework for short-term ensemble prediction systems.

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

Python Nowcasting

🪁 A fast Adaptive Machine Learning library for Time-Series, that lets you build, deploy and update composite models easily. An order of magnitude speed-up, combined with flexibility and rigour. This is an internal project - documentation is not updated anymore and substantially differ from the current API.

(Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding

雷达回波外推，ConvLSTM，训练模型并外推。

LSTM neural networks for nowcasting economic data.

Satellite Optical Flow with machine learning models

pyFortraCC is a Python library for tracking and forecasting clusters.

Python code for downloading PV data from PVOutput.org

Code to create rich harmonised geographic data for PV installations from OpenStreetMap and other sources

Know when rain starts from your own Home Assistant weather station. 170+ derived sensors, ET0 irrigation, fire danger, UTCI heat stress, dashboards, and blueprints.

[ICLR 2026] Official Code of: "FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching"

API for hosting nowcasting solar predictions

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

Subset Met Office MOGREPS-UK and UKV on AWS EC2

Personal reimplementation of the NowcastNet inference framework

Tools for downloading and processing numerical weather predictions

Automated DFM Nowcasting Model and Platform for South Africa (Active Repo at coderaanalytics-models/SA-Nowcast)

⛈️ Code for the paper "End-to-End Prediction of Lightning Events from Geostationary Satellite Images"