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1. Hierarchical-Bayesian-model Hierarchical-Bayesian-model Public

   We developed a Bayesian Hierarchical model to assess emissions of CO2 for different food types. This project investigates different prior choices that allow to take into account different variances…

2. NLP-Classification NLP-Classification Public

   NLP task for classification of comments into their emotional meaning

   Jupyter Notebook

3. Neural-Networks-Image-Classification Neural-Networks-Image-Classification Public

   We want to classify songs to their music genre by using spectograms, i.e. plots showing frequencies in a sequential way. To deal with that, we started by using CNN, thus treating spectograms as sta…

   Jupyter Notebook

4. Time-Series-Project Time-Series-Project Public

   Data are measurements of carbon dioxide on Mauna Loa volcano. We used ARIMA models to deal with non-stationarity. Also seasonality has been taken into account.

5. Causal-Gaussian-DAGs Causal-Gaussian-DAGs Public

   This repository contains all the R codes implemented for my thesis entitled "Causal inference for observational studies"

   R

6. DP-Mixture-categorical-DAGs DP-Mixture-categorical-DAGs Public

   Repo for DP mixtures of categorical DAGs

   R