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

dgmr

PyTorch Skillful Nowcasting GAN Implementation

perceiver-model

Multimodal Perceiver - Pytorch

nowcasting-utils

Common functionality between SatFlow and predict_pv_yield

satflow

Satellite Optical Flow with machine learning models

pyfortracc

A Python package for track and forecasting configurable clusters.

skillful-nowcasting

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

ainpp-pb-latam

AINPP Precipitation Benchmark for Latin America.

nwc-safer

NWC-SAFer CLI tool simplifying NetCDF data extraction and conversion of NWC-SAF products.

nowcast-lstm

LSTM neural networks for nowcasting economic data.

insurance-nowcast

ML-EM nowcasting for claims reporting delays — joint Poisson-Multinomial EM, XGBoost/GLM M-step, exposure offset, bootstrap CIs

fold-wrappers

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