A python package for calculating forest structural metrics from airborne point clouds.

Python toolbox to process large geospatial vector files faster.

The repository of the WeatherGenerator project

Cloud-native Sentinel-2 tiling grid in GeoParquet format

Painless distributed training with torch

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

A program for the automatic download of elevation data and orthophotos from the Thuringian Geoportal.

A browser based visualization toolkit for the SeasFire data cube.

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

basic Funcnodes package

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Flax is a neural network library for JAX that is designed for flexibility.

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

Anomaly Detection and Correlation library

A python library for user-friendly forecasting and anomaly detection on time series.

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristi…

🍬 Confection: the sweetest config system for Python

Tools and tutorials for the SALDi Data Cube (SDC).

A hyperparameter optimization framework

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Distractionless Writing Tool

Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification

Code for the ML Reproducibility Challenge 2020

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

A workflow for reproducible and open scientific articles