raghu330

GeostatsPy

GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz

aChor

Task oriented data classification for choropleth maps

ai4ess-hackathon-2020

aviso

Time-critical notification system designed to trigger users' workflows across HPC and Cloud systems

CCAI_FourCastNet

Copy of CCAI FourCastNet

cellular-automata-1

Simple and extensible python cellular automaton

CloudsClassification

⛈🌥🌦🌧☁️⛅Clouds classification analysis from satellite images based on Kaggle Competition.

contextily

Context geo-tiles in Python

convoca

Predict and analyze cellular automata using convolutional neural networks

DART

Data Assimilation Research Testbed

deep-weather

Deep Learning for Post-Processing Ensemble Weather Forecasts

DISIR

Deep Image Segmentation with Interactive Refinement

DLWP-CS

Deep learning models for global weather prediction on a cubed sphere

docs

TensorFlow documentation

downscaling-rnn-gan

Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields

generative-downscaling

Research and experiments for downscaling climate/weather data via generative learning

geoda

GeoDa: An introduction to spatial data analysis

Herbie

Python for downloading model data (HRRR, RAP, GFS, NBM, etc.) from NOMADS, NOAA's Big Data Program partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

hydroDL

ipyleaflet

A Jupyter - Leaflet.js bridge

ipyparallel

Interactive Parallel Computing in Python

LISF

Land Information System Framework

MTLCC

Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication

pangeo

Pangeo website + discussion of general issues related to the project.

pangeo-example-notebooks

Pangeo Example Notebooks

Python-for-Earth-Science-Students

A copy of Python Programming for Earth Science Students by Lisa Tauxe, Scripps Institution of Oceanography, UCSD

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Sea-Elements-Prediction-UNet-Based-Models

VIC

The Variable Infiltration Capacity (VIC) Macroscale Hydrologic Model

xgrads

Parse and read ctl file commonly used by GrADS