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Johanna Sommer's Projects

awesome-ml4co icon awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

deepl-medicalimaging icon deepl-medicalimaging

Multitask image classification - Identifying 12 pathologies in X-Ray Images using the CheXpert dataset

generalization-neural-co-solvers icon 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 icon kf_irreg_ts

Implementation of the Kalman Filter for forecasting on irregular & partially observed time series data

mlsemtpp icon mlsemtpp

paper and presentation slides for the machine learning seminar

moses icon moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

mso_updated icon 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

systemds icon systemds

An open source ML system for the end-to-end data science lifecycle

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