Konstantin Klemmer

isprs26-embeddings-tutorial. Notebooks, code and documents for the ISPRS Congress tutorial on Earth embeddings

pe-gnn. PyTorch implementation of the paper "Positional Encoder Graph Neural Networks for Geographic Data"

spate-gan. SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss

spacegan. SpaceGAN - Augmenting spatial correlation structures

sxl. SXL: Spatially explicit learning of geographic processes with auxiliary tasks

geopointgan. Jupyter Notebook

bikecommclust. Complementary code for the LondonBike dataset and arXiv:1804.05584 preprint

urbanscience. Curated list of Urban Science publishing outlets

awesome-forests. 🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.