chrismolli

cdsapi

Python API to access the Copernicus Climate Data Store (CDS)

geo-bench

GEO-Bench: Toward Foundation Models for Earth Monitoring

pyrocast

End-to-end machine learning pipeline for the prediction of extreme and dangerous wildfires.

CompressAI

A PyTorch library and evaluation platform for end-to-end compression research

reading-speed-comparison-for-satellite-raster-data

zarr-python

An implementation of chunked, compressed, N-dimensional arrays for Python.

brotli

Brotli compression format

GainedVAE

A Pytorch Implementation of a continuously rate adjustable learned image compression framework.

infero

A lower-level API for Machine Learning inference in operations

pytorch-fortran

Pytorch bindings for Fortran

pywt

PyWavelets - Wavelet Transforms in Python

RSFMs

A playground for remote sensing foundation models

pyDMS

Python implementation of Data Mining Sharpener

downscale-satelliteLST

A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.

omegaconf

Flexible Python configuration system. The last one you will ever need.

earth-text

Adding language to Clay

terratorch

a Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).

OpenGothic

Reimplementation of Gothic 2 Notr

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

MAE

PyTorch implementation of Masked Autoencoder

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

model

The Clay Foundation Model (in development)

netron

Visualizer for neural network, deep learning and machine learning models

open-data

Open-Meteo on AWS Open Data

pyspharm

Automatically exported from code.google.com/p/pyspharm

graphcast

foureg

Image registration using Fourier transforms

pyLRT

A simple python interface/wrapper for LibRadTran

l8-angles

A platform-independent, Python-wrapped version of the USGS l8_angles code.

Herbie

Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.