Nowcasting Python Packages

pysteps

Python framework for short-term ensemble prediction systems.

microprediction

If you can measure it, consider it predicted

rediz

Supporting community nowcasts at www.microprediction.org

pyfortracc

pyFortraCC is a Python library for tracking and forecasting clusters.

perceiver-model

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

dgmr

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

nowcasting-utils

Common functionality between SatFlow and predict_pv_yield

satflow

Satellite Optical Flow

ainpp-pb-latam

The Artificial Intelligence for Nowcasting Pilot Project - Precipitation Benchmark for Latin America (AINPP-PB-LATAM).

skillful-nowcasting

PyTorch Skillful Nowcasting GAN Implementation

nwc-safer

An awesome CLI tool simplifying NetCDF data extraction of NWC-SAF products and transformation to different file formats!

nowcast-lstm

LSTM neural networks for nowcasting economic data.

insurance-nowcast

ML-Enhanced EM Nowcasting for insurance claims reporting delays

fold-wrappers

🧱 Wrappers for 3rd party models to be used with fold (https://github.com/dream-faster/fold)