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1. methane-emission-project methane-emission-project Public

   Based on infrared satellite images, the existence of a methane plume should be predicted. Transfer Learning for PyTorch Classification CNNs was combined in an ensemble approach with traditional met…

   Python 7 5

2. enschallenge2023 enschallenge2023 Public

   The challenge proposed by Owkin is about predicting PIK3CA mutation in breast cancer from whole slide images.

   Jupyter Notebook

3. care-agenda-optimisation care-agenda-optimisation Public

   This project is about optimizing a home care agenda by minimizing commute time, number of short downtimes (less than 30 minutes) and carbon emissions.

   Python 1

4. project-fairness-interpretability project-fairness-interpretability Public

   The aim of the project is to apply different global, local and performance interpretability methods as well as model fairness evaluations to a dataset with protected attributes.

   Jupyter Notebook 2

5. reshaping-business-with-ai reshaping-business-with-ai Public

   This is an MVP for churn prediction of a global construction and renovation products distributor using transaction data of the last two years. Based on the last 60 days of transactions (and add. lo…

   Jupyter Notebook

6. air-quality-streamlit air-quality-streamlit Public

   The Air Quality Index from the EPA was analyzed in a Streamlit application that runs in a Docker container.

   Python