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country-guess
country-guess PublicThis repository holds an app where one can draw a country shape and a CNN will guess what country has been drawn.
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vector-database
vector-database PublicIn this notebook I demonstrate a vector database using a few Wikipedia articles.
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databricks-ml
databricks-ml PublicIn this notebook I explore a Machine Learning workflow on Databricks. The Machine Learning workflow includes the use of MLflow and Hyperopt.
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epistemic-uncertainty
epistemic-uncertainty PublicEpistemic uncertainty, sometimes referred to as model uncertainty, describes what the model does not know because training data was not appropriate. Modelling epistemic uncertainty is crucial to pr…
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superpixel-regularization
superpixel-regularization PublicIn this repository I provide the code associated with my master thesis as part of my Master of Science at the Eindhoven University of Technology. I improve segmentation boundary alignment when trai…
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sam-experiment
sam-experiment PublicIn Sharpness-Aware Minimization for Efficiently Improving Generalization the authors propose a new optimization technique, SAM. SAM is not satisfied with just a low loss, instead it seeks a neighbo…
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