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autodl

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

autodl-self-service

Competition bundle for an AutoDL Self Service hosted on Codalab. Contains the winning solution of the AutoDL Challenge.

competition-examples

Example competitions for the CodaLab project.

deep-networks-for-graph-representation

Implementation of a Deep Neural Network for learning Graph Representation (DNGR) with a PU learning further step to learn new graph edges.

mixed-multi-instance-learning-on-histological-images

Mixed Multi Instance Learning on histological images

ontologies

The combination of genomic ontology and interpretable neural networks for segmentation of single cell RNa-seq data.

reversed_competitions

shadow_gnn

NeurIPS 2021: Improve the GNN expressivity and scalability by decoupling the depth and receptive field of state-of-the-art GNN architectures