Silvia Giammarinaro sigeek

Hi 👋, I'm Silvia Giammarinaro

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✅ Finished projects:

COVID 19 Chest X-Rays Deep Learning analysis: Comparison of different GAN-based synthetic data generation methods applied to chest X-Rays from COVID-19, Viral Pneumonia and Normal patients. Final project code for the course "Bioinformatics", A.Y. 2020/2021.
COVID-19 epidemic in Italy: epidemiological models final project for the course "Mathemical models for biomedicine";
Network dynamics and learning homework homework for the course "Network Dynamics and Learning";
Bioinformatics labs lab solutions of the course "Bioinformatics";
Unsupervised Domain Adaptation through rotation as regression for RGB-D Object Recognition project involving the replication of a paper plus two new variants using Pytorch;
Machine Learning and Deep Learning homework: assignments concerning SVM, KNN, CNN, transfer learning using sklearn and Pytorch;
Breast cancer analysis comparing the main machine learning algoritmhs using the sklearn library;
Sanremo 2021 wordcloud from all the songs competing in the Sanremo Festival Italian Song Contest;
Sentiment analysis italian hotel review analysis using pandas and sklearn.