cvelascof

motion

Methods for motion field estimation and advection-based extrapolation.

perturbation

Stochastic generators for synthetic precipitation fields.

pysteps

main repository of the pySTEPS nowcasting initiative

timeseries

Methods for modeling time series of precipitation fields.

visualization

Visualization of 2d precipitation fields and forecasts.

c_programming_for_python_programmers

cartopy

Cartopy - a cartographic python library with matplotlib support

Complete-Python-3-Bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

Data-Analysis

Data Science Using Python

datatools

Module to perform conversion of physical units (dBZ, mmhr) and various data transformations (probability matching etc)

DeepRain

short term precipitation prediction with a UNet

GSTools

GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

HydroErr

Goodness of Fit metrics for use in comparison studies, specifically in the field of hydrology.

Hydrostats

Tools for use in comparison studies, specifically for use in the field of hydrology

Intro_MachineLearning_Workshop

Materials for the Introduction to Linear Regression

iotools

Reading and writing of 2d precipitation fields.

NCI_data_training

netcdf-vis

Visualise netCDF wind and temp data on a web map using Leaflet-velocity

PrecipitationFusion

A deep learning-based framework for multi-source precipitation fusion

pycomlink

PyKrige

Kriging Toolkit for Python

pysteps.github.io

RAINLINK

Retrieval algorithm for rainfall mapping from microwave links in a cellular communication network.

RMWSPy

RMWSPy - A Python package for conditional random field simulation and inversion

some-linux-commands

Some useful linux commands

stepsnwc

Methods specific to the STEPS nowcasting model.

tfinterpy

tutorials

Tutorials and examples of using pySTEPS.

verification

Methods for verification of forecasts.

xarray

N-D labeled arrays and datasets in Python