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

   Forked from stlbnmaria/methane-emission-project

   Based on infrared satellite images, the existence of a methane plume was predicted. Transfer Learning for PyTorch Classification CNNs was combined with traditional methods on tabular data. This is …

   Python

2. treatment-feedback treatment-feedback Public

   Forked from stlbnmaria/treatment-feedback

   The project was about identifying topics from patients' comments with two different diseases (Crohn's Disease and Ulcerative Colitis) with different treatments. This is a fork of a group project of…

   Python

3. project-fairness-interpretability project-fairness-interpretability Public

   Forked from stlbnmaria/project-fairness-interpretability

   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. The dataset regards…

   Jupyter Notebook

4. xhec-mlops-project-student xhec-mlops-project-student Public

   Forked from stlbnmaria/xhec-mlops-project-student

   The goal of this project was to get familiar with certain best practices and packages regarding MLOPS such as MLflow. For this purpose, we relied on the abalone age prediction Kaggle contest. This …

   Jupyter Notebook