johannaSommer
ML Research Engineer @ Pruna AI | PhD student @ TU Munich
Pruna AI, TU MunichMunich, Germany
Pinned Repositories
systemds
An open source ML system for the end-to-end data science lifecycle
adversarial_relighting
Find artificial relightings that fool classifiers with PyTorch
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
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
MLSemTPP
paper and presentation slides for the machine learning seminar
neural-flows-experiments
Experiments for Neural Flows paper
systemds
An open source ML system for the end-to-end data science lifecycle
MAGNet
Official Implementation of the Paper "MAGNet: Motif-Agnostic Generation of Molecules from Shapes"
johannaSommer's Repositories
johannaSommer/generalization-neural-co-solvers
Official Repository for the ICLR 2022 paper "Generalization of Neural Combinatorial Solvers through the Lens of Adversarial Robustness"
johannaSommer/KF_irreg_TS
Implementation of the Kalman Filter for forecasting on irregular & partially observed time series data
johannaSommer/adversarial_relighting
Find artificial relightings that fool classifiers with PyTorch
johannaSommer/neural-flows-experiments
Experiments for Neural Flows paper
johannaSommer/systemds
An open source ML system for the end-to-end data science lifecycle
johannaSommer/awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
johannaSommer/DeepL-MedicalImaging
Multitask image classification - Identifying 12 pathologies in X-Ray Images using the CheXpert dataset
johannaSommer/guacamol
Benchmarks for generative chemistry
johannaSommer/MLSemTPP
paper and presentation slides for the machine learning seminar
johannaSommer/nosql-book
Database-Implementations lecture eBook
johannaSommer/moses
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
johannaSommer/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
johannaSommer/oddt
Open Drug Discovery Toolkit
johannaSommer/systemml
Mirror of Apache SystemML