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Treetop Medical

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https://www.gregorbeyerle.me

Gregor Beyerle's starred repositories

kairosdb

Fast scalable time series database

Language:JavaApache-2.01735 118 474

dataverse

Open source research data repository software

Language:JavaNOASSERTION867 68 7574

geobr

Easy access to official spatial data sets of Brazil in R and Python

Language:R782 27 287

geoalchemy2

Geospatial extension to SQLAlchemy

Language:PythonMIT619 23 196

GeoTorchAI

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

Language:Jupyter NotebookAGPL-3.0473 14 22

py-earth

A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines

Language:PythonBSD-3-Clause456 30 154

earth-forecasting-transformer

Official implementation of Earthformer

Language:Jupyter NotebookApache-2.0354 12 32

LakhNES

Generate 8-bit chiptunes with deep learning

Language:Python331 11 12

geocube

Tool to convert geopandas vector data into rasterized xarray data.

Language:PythonBSD-3-Clause331 10 53

kerchunk

Cloud-friendly access to archival data

Language:PythonMIT292 23 243

Transformer-in-Remote-Sensing

MDPI Journal: Remote Sensing Track 2023

arco-era5

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.

Language:PythonApache-2.0277 19 44

geoBoundaries

geoBoundaries : A Political Administrative Boundaries Dataset (www.geoboundaries.org)

NOASSERTION271 6 1150

stac-fastapi

STAC API implementation with FastAPI.

Language:PythonMIT231 21 300

pyGIS

pyGIS is an online textbook covering all the core geospatial functionality available in Python. This includes handling vector and raster data, satellite remote sensing, machine learning and deep learning applications. -- Under Development --

Language:Jupyter NotebookNOASSERTION155 6 49

software

Companion software for Introduction to Radar Using Python and MATLAB

Language:Jupyter Notebook125 8 8

ecmwfr

Interface to the public ECMWF API Web Services

Language:RNOASSERTION99 7 88

geogif

Turn xarray timestacks into GIFs

Language:PythonMIT86 3 7

earthengine-catalog

Earth Engine Public Data Catalog in STAC form

Language:JsonnetApache-2.083 90

Dataset4EO

Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf

Language:PythonApache-2.066 1 7

ml-for-science-reproducibility-tutorial

Increase citations, ease review & collaboration A collection of "easy wins" to make machine learning in research reproducible. This tutorial focuses on basics that work. Getting you 90% of the way to top-tier reproducibility.

Language:HTMLMIT64 80

Unmixing_Tutorial_IEEE_IADF

Codes and data for Unmixing

Language:Jupyter NotebookApache-2.042 3 1

fsharp_vids

Video collection about F# 🔷🎞️

COMPASS

COregistered Multi-temPorAl Sar Slc

Language:PythonApache-2.038 6 45

jupyterbook

UW Geospatial Data Analysis Course

Language:Jupyter Notebook35 2 8

riverbasins-lst

Using GEE to collect and discover land surface temperature data over European river basins.

Language:PythonMIT34 30

namf

Nettigo Air Monitor Firmware

Language:C++GPL-3.03300

Friendly-InSAR-time-series

A user-friendly workflow for producing Sentinel 1 InSAR time series with ISCE 2 and MintPy

Language:Jupyter Notebook21 1 1

2022-ECOSTRESS-Cloud-Workshop

2022 ECOSTRESS Workshop, hosted by NASA LP DAAC and JPL.

Language:HTMLApache-2.0800

brazilian-dam-safety

Source code and data analysis for the story about dam safety in Brazil

Language:Jupyter Notebook6 10