jparal

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

triton

Development repository for the Triton language and compiler

kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

metaflow

:rocket: Build and manage real-life ML, AI, and data science projects with ease!

AITemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

botorch

Bayesian optimization in PyTorch

pudb

Full-screen console debugger for Python

segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

Ax

Adaptive Experimentation Platform

kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

tensorstore

Library for reading and writing large multi-dimensional arrays.

eo-learn

Earth observation processing framework for machine learning in Python

awesome-gee-community-datasets

Community Datasets added by users and made available for use at large

GeoTorchAI

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

gmtsar

PyGMTSAR

eoreader

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

regionmask

create masks of geospatial regions for arbitrary grids

Xee

An Xarray extension for Google Earth Engine

cropharvest

Open source remote sensing dataset with benchmarks

gnssrefl

GNSS Reflections Code

openeo-python-client

Python client API for OpenEO

opensarlab-notebooks

Equi7Grid

Definition of the Equi7Grid - a spatial reference optimized for global high-resolution raster data.

xsar

Synthetic Aperture Radar (SAR) Level-1 GRD python mapper for efficient xarray/dask based processing

geocube

Geo-spatial imagery database designed as a serverless service to serve processing pipelines of satellite images at large scale.

ERCNN-DRS_urban_change_monitoring

Neural Network based Urban Change Detection with Deep-Temporal Multispectral and SAR Remote Sensing Data.

prosail-viz

A visualization tool for PROSAIL simulation from given input parameters

nigeria-crop-mask

Code for: Country-scale cropland mapping in data-scarce settings using deep learning: A case study of Nigeria, 2023.

SMART

Repository of the code developed during the SMART project.

ikon

Public data collection and analysis code for the iKON project. Submitted as part of the paper "Innovative Rural Community Contributions to Historical Climate Data"