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Tobias Schmidt's Projects

deepl-medicalimaging icon deepl-medicalimaging

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

graphgallery icon graphgallery

GraphGallery is a gallery for benchmarking Graph Neural Networks (GNNs) and Graph Adversarial Learning with TensorFlow 2.x and PyTorch backend.

optimizing-arima-for-systemml icon optimizing-arima-for-systemml

Project Report "Optimizing ARIMA for SystemML" about the continuation of my work from my 2018 Summer Internship at IBM Research Almaden

pprgo_pytorch icon pprgo_pytorch

PPRGo model in PyTorch, as proposed in "Scaling Graph Neural Networks with Approximate PageRank" (KDD 2020)

pytorch_sparse icon pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

seml icon seml

SEML: Slurm Experiment Management Library

torchtyping icon torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

tpp-motif-detection icon tpp-motif-detection

Framing motif discovery of event data as Latent Variable Point Process Model and solving it via Variational Inference

wled icon wled

Control WS2812B RGB LEDs with an ESP8266 over WiFi!

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