frazane

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

hypothesis

Hypothesis is a powerful, flexible, and easy to use library for property-based testing.

stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

extending-jax

Extending JAX with custom C++ and CUDA code

kerchunk

Cloud-friendly access to archival data

skpro

A unified framework for tabular probabilistic regression and probability distributions in python

metnet3-pytorch

Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch

falkon

Large-scale, multi-GPU capable, kernel solver

earth2mip

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

cf-xarray

an accessor for xarray objects that interprets CF attributes

tobac

Tracking and object-based analysis of clouds

xeofs

Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis

gpar

Implementation of the Gaussian Process Autoregressive Regression Model

the-coding-club

Explore the pathway toward scaled-up scientific analysis with Earthdata in the cloud. These activities focus on the community with limited knowledge of the AWS cloud, which is still the majority.

subseasonal_toolkit

Subseasonal forecasting models

sgd-gp

Public code for running Stochastic Gradient Descent on GPs.

xpartition

Tool for writing large xarray datasets to zarr stores with independent processes

polytope

A library for extracting polytope "features" from datacubes

earthkit

TGP.pytorch

Repository for the work Transforming Gaussian Processes with Normalizing Flows published at AISTATS 2021

operalib

Learning with operator-valued kernels

TensorFlow-Probability-Bernstein-Polynomial-Bijector

A normalizing flow using Bernstein polynomials for conditional density estimation.

cubed-xarray

Interface for using cubed with xarray

nwp-consumer

Microservice for consuming NWP data.

engression

Software implementations of engression by Shen and Meinshausen (2023)

Normalizing_Flows

neural-lam

Neural Weather Prediction for Limited Area Modeling

icon_data_processing_incubator

Prototype for data processing framework

spatio_temporal_compositional_warpings