Johanna Sommer's repositories
generalization-neural-co-solvers
Official Repository for the ICLR 2022 paper "Generalization of Neural Combinatorial Solvers through the Lens of Adversarial Robustness"
KF_irreg_TS
Implementation of the Kalman Filter for forecasting on irregular & partially observed time series data
adversarial_relighting
Find artificial relightings that fool classifiers with PyTorch
neural-flows-experiments
Experiments for Neural Flows paper
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
DeepL-MedicalImaging
Multitask image classification - Identifying 12 pathologies in X-Ray Images using the CheXpert dataset
guacamol
Benchmarks for generative chemistry
MLSemTPP
paper and presentation slides for the machine learning seminar
nosql-book
Database-Implementations lecture eBook
moses
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
mso_updated
Implementation of the method proposed in the paper "Efficient Multi-Objective Molecular Optimization in a Continuous Latent Space" by Robin Winter, Floriane Montanari, Andreas Steffen, Hans Briem, Frank Noé and Djork-Arné Clevert
systemml
Mirror of Apache SystemML