Paolo Mandica's Projects
Git repository for the Advanced Machine Learning class.
Clustering Amazon reviews via TF-IDF, SVD and K-means.
Brain network analysis of EEG data from the brain scan of a subject at resting conditions.
The software simulates the performances of different Data Center Load Balancing algorithms (Pod-d, JBT-d, JSQ) with increasing system loads.
Dockerfiles and guidelines for building docker images and running docker containers for different projects
Repository for the FDS final project, based on the kaggle competition [Home Credit Default Risk](https://www.kaggle.com/c/home-credit-default-risk).
Official PyTorch implementation of the ICML 2024 paper "Hyperbolic Active Learning for Semantic Segmentation under Domain Shift"
Official PyTorch implementation of the paper "Hyperbolic Self-paced Learning for Self-supervised Skeleton-based Action Representations" (ICLR 2023)
About me
Collection of guides, tutorials and useful material for the PINLab research group
Training of a CNN for the classication of Chest X-Ray Images of healty/pneumonia cases.
Specialized Super-Resolution Generative Adversarial Network for the reconstruction of the high-definition version of a specific class of images (e.g. landscape pictures).
Teaming up made easy with a mobile app for Android and iOS.
Teaming up made easy. A simple Spring boot web app.