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1. NLP-Explanations-for-NLI NLP-Explanations-for-NLI Public

   Fine-tuning and evaluation of a language model for explanation generation of natural language inference. Fine-tuning scripts for a pre-trained T5 model supporting both full model fine-tuning as wel…

   Jupyter Notebook 2

2. Analytical-Displacement-Mapping Analytical-Displacement-Mapping Public

   Implementation of analytic displacement mapping using hardware tessellation based on Nießner & Loop (2013). The model is extended with procedural generation of displacement textures.

   C++ 2

3. Hydrodynamic-Imaging Hydrodynamic-Imaging Public

   Hydrodynamic image with the artificial lateral line using physics-informed informed neural networks and other proven methods in 2D dipole localization.

   Python 2

4. ML-Covid-forecasting ML-Covid-forecasting Public

   C implementation of a Multilayer perceptron with gradient descent through explicit backpropagation for use in time-series prediction tasks. The project targets forecasting of Covid-19 data.

   C

5. ML-Unfinished-Fugue ML-Unfinished-Fugue Public

   Music generation with machine learning: Completing Bach's unfinished Contrapunctus XIV. A variety of models including linear regression, multilayer perceptrons and echo state networks are used as a…

   Jupyter Notebook

6. MAS-Trust-in-Exchange MAS-Trust-in-Exchange Public

   Multi-agent system for modeling trust in market exchanges.

   Python 1