danielzuegner/code-transformer
Implementation of the paper "Language-agnostic representation learning of source code from structure and context".
Senior researcher at Microsoft Research. Past: PhD student at TU Munich
Repositories
danielzuegner/robust-gcn
Implementation of the paper "Certifiable Robustness and Robust Training for Graph Convolutional Networks".
danielzuegner/nettack
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
danielzuegner/torch-sim
Torch-native, batchable, atomistic simulations.
danielzuegner/gnn-meta-attack
Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
danielzuegner/netgan
Implementation of the paper "NetGAN: Generating Graphs via Random Walks".
danielzuegner/robust-gcn-structure
danielzuegner/roomba_control
Controlling a Roomba with a PS4 controller and playing songs
danielzuegner/fph-clustering
danielzuegner/pymatgen
Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials Project.
danielzuegner/mattergen
Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property constraints.
danielzuegner/atomate2
atomate2 is a library of computational materials science workflows
danielzuegner/pytorch_geometric
Graph Neural Network Library for PyTorch
danielzuegner/openai-hackathon
danielzuegner/sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
danielzuegner/pdf-annotate
Pure-python library for adding annotations to PDFs
danielzuegner/GDN
Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series"
danielzuegner/GTS
Discrete Graph Structure Learning for Forecasting Multiple Time Series, ICLR 2021.
danielzuegner/MTGNN
danielzuegner/cdvae
An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]
danielzuegner/ML_Exercises
danielzuegner/tossitlikeitshot
danielzuegner/PDFsuite
Python scripts for MacOS (OS X) that create, manipulate, and query PDF files