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geoviews

Simple, concise geographical visualization in Python

gpm-bico

Bias Correction Tool for GPM precipitation data

gpm-downscaling

Machine learning based methods for satellite precipitation downscaling

gpm_flagheavyice

code for analyzing gpm data and the gpm flagHeavyice (see Igucci et al. 2018)

gpmmatch

🛰️ Ground-radar vs TRMM/GPM volume-matching. 🛰️

gpmtools

gprof-gauge

This repository contains the codes for the paper "Evaluation of Global Precipitation Measurement Rainfall Estimates against Three Dense Gauge Networks" (10.1175/JHM-D-17-0174.1) in the Journal of Hydrometeorology by Jackson Tan, Walter A. Petersen, Gottfried Kirchengast, David C. Goodrich, and David B. Wolff

gpym

GPM Tool

hko-7

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

holoviews

With Holoviews, your data visualizes itself.

hrrr

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

inter-radar

ipyvolume

3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL

iris-sample-data

Iris sample data

iris-test-data

A data repository for Iris' tests

iris_example_code

A series of IPython notebooks containing handy worked examples of Iris code that everyone would quite like to be able to do but no-one quite knows how...

kj_mwr_2020

Kennedy and Jones (2020) MWR

kornia

Open Source Differentiable Computer Vision Library for PyTorch

machine_learning_lectures

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

mercury

Mercury retrieves radiosounding data for a specified station at specified dates

metpy

MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.

misgan

MisGAN: Learning from Incomplete Data with GANs

ml-workflow-examples

Simple examples of data pipelines from xarray to ML training

motion

Methods for motion field estimation and advection-based extrapolation.

mpi-ml-tutorial

Notebooks for Machine Learning Tutorial at MPI-M

napari

napari: a fast, interactive, multi-dimensional image viewer for python

nc-time-axis

Provides support for non-gregorian datetimes in matplotlib based on the cftime package

nexradaws

This python package is designed to provide query and download capabilities to the NEXRAD archive available on Amazon Web Services (AWS). https://aws.amazon.com/public-datasets/nexrad/

notebooks

Assorted notebooks for my Scientific work