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Bayer AG's Projects

beehive icon beehive

Side project for helping beekeepers. Segment and classify honeycomb pictures to find out how many larvae, eggs, nectar, etc are in the brood.

contrastive-reconstruction icon contrastive-reconstruction

Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image representations by jointly optimizing a contrastive and a self-reconstruction loss.

histoqc icon histoqc

HistoQC is an open-source quality control tool for digital pathology slides

mtpcm icon mtpcm

Multi-task Proteochemometric Modelling

neuraldecipher icon neuraldecipher

Implementation of the paper "Neuraldecipher - Reverse-engineering extended-connectivity fingerprints (ECFPs) to their molecular structures" by Tuan Le, Robin Winter, Frank Noé and Djork-Arné Clevert

openfold icon openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

pege icon pege

Protein Environment Graph Embeddings

phc-gnn icon phc-gnn

Implementation of the Paper: "Parameterized Hypercomplex Graph Neural Networks for Graph Classification" by Tuan Le, Marco Bertolini, Frank Noé and Djork-Arné Clevert

pkai icon pkai

pKAI: a fast and interpretable deep learning approach to accurate electrostatics-driven pKa prediction

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