frazane

typst

A new markup-based typesetting system that is powerful and easy to learn.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

dask

Parallel computing with task scheduling

SciencePlots

Matplotlib styles for scientific plotting

equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

GPflow

Gaussian processes in TensorFlow

anndata

Annotated data.

GPJax

Gaussian processes in JAX.

scikit-gstat

Geostatistical variogram estimation expansion in the scipy style

stheno

Gaussian process modelling in Python

Neural-Process-Family

Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.

gpax

Gaussian Processes for Experimental Sciences

mooc-machine-learning-weather-climate

PlanetaryComputer

Issues, discussions, and information about the Microsoft Planetary Computer

eccodes-python

Python interface to the ecCodes GRIB/BUFR decoder/encoder

improver

IMPROVER is a library of algorithms for meteorological post-processing.

pycircular

pycircular is a Python module for circular data analysis

neuralprocesses

A framework for composing Neural Processes in Python

pe-gnn

PyTorch implementation of the paper "Positional Encoder Graph Neural Networks for Geographic Data"

spatio-temporal-GPs

Code for NeurIPS 2021 paper 'Spatio-Temporal Variational Gaussian Processes'

G2S

A flexible MPS framework

xarray-schema

Schema validation for Xarray objects

climetlab-eumetnet-postprocessing-benchmark

A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.

ST_DeepLearning

Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"

convCNPClimate

Implementation of convolutional conditional neural processes for statistical downscaling

deepgeostat

Code for the paper - "Bayesian deep learning for spatial interpolation in the presence of auxiliary information"

tfinterpy

MOGPJax

Multi-output Gaussian processes in JAX.

photocast

Photographic Visualizations of Weather Forecasts

VPint

Value propagation-based spatial/spatio-temporal interpolation