Pinned

1. vector-database vector-database Public

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

   Jupyter Notebook 1

2. 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.

   Jupyter Notebook

3. 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…

   Jupyter Notebook

4. 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…

   Jupyter Notebook

5. country-guess country-guess Public

   This repository holds an app where one can draw a country shape and a CNN will guess what country has been drawn.

   Jupyter Notebook

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…

   Jupyter Notebook