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1. country-guess country-guess Public

   Welcome to my Country Guess App side project! With this machine learning application you can test your drawing skills. You can draw a country shape in the browser, a Convolutional Neural Network wi…

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2. vector-database vector-database Public

   In this notebook I demonstrate a vector database using a few Wikipedia articles.

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3. databricks-ml databricks-ml Public

   In 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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4. epistemic-uncertainty epistemic-uncertainty Public

   Epistemic 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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5. superpixel-regularization superpixel-regularization Public

   In 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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6. sam-experiment sam-experiment Public

   In 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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