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  1. ML-for-Healthcare-proj1 ML-for-Healthcare-proj1 Public

    First project for the course Machine Learning for Healthcare at ETH Zurich, aiming to predict death in ICU unit given some measurements of the health status of a patient

    Jupyter Notebook

  2. ML-for-Healthcare-proj2 ML-for-Healthcare-proj2 Public

    Second project for the course Machine Learning for Healthcare at ETH Zurich, focusing on predicting pneumonia given thorax images and cardiovascular risk using some tabular data

    Jupyter Notebook

  3. Probabilistic-AI-project1 Probabilistic-AI-project1 Public

    First project for the course Probabilistic AI, aiming to predict in a bayesian way the pollution in an urban area using Gaussian Processes. Part of the code has been provided by the teaching team.

    Python

  4. Probabilistic-AI-projec2 Probabilistic-AI-projec2 Public

    Second project for the course Probabilistic AI. The scope of the project is to use bayesian Neural Networks and in particular the SWAG algorithm. Part of the code has been developed by the teaching…

    Python

  5. Probabilistic-AI-project3 Probabilistic-AI-project3 Public

    Third project of the course Probabilistic AI. The aim of the project is to explore the area of Bayesian Active Learning. Part of the code has been developed by the teaching team.

    Python

  6. Probabilistic-AI-project4 Probabilistic-AI-project4 Public

    Fourth project of the course Probabilistic AI. The project aims to explore the area of Reinforcement learning, building a model that applies forces to a cart in order to keep a pole on top of it in…

    Python