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adm-gp22-hw5

adm-hm2-gp13

In this assignment we perform an analysis of Taxis in NYC. In particular, we are curious to answer to some specific research questions (RQs) that may help Taxi drivers in planning their movements throughout the city and the Taxi's users to have hints about the convenience of enjoying this service.

adm-hw3-gp2

adm-hw4-gp29

Homework4 for the algorithmic methods of data mining course

artificial-intelligence-projects

Collection of Artificial Intelligence projects.

autoencoder-aided-graph-convolutional-neural-network

A novel architecture and training strategy for graph neural networks (GNN). The proposed architecture, named as Autoencoder-Aided GNN (AA-GNN), compresses the convolutional features at multiple hidden layers, hinging on a novel end-to-end training procedure that learns different graph representations per each layer. As a result, the computational scalability improves and the best graph representations at each layer are learnt in a totally data-driven fashion.

awesome-ml-summaries

Summaries of relevant research papers in machine learning

awesome-neural-geometry

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

awesome-topological-deep-learning

A curated list of topological deep learning (TDL) resources and links.

can

Official repository for Cell Attention Networks

cwn

Message Passing Neural Networks for Simplicial and Cell Complexes

extreme-rare-event-detector

Bidirectional LSTM Autoencoders for Anomaly Detection in Particles Accelerators Technical Infrastructure

fitbit-fitness-tracker-data

gcnn

This is an implementation of Graph Convolutional Networks for the task of (semi-supervised) classification of nodes in a graph.

heterogeneous_xnn

Magnetic Resonance Imaging (MRI) for Brain Tumor Classification

inception

Automatic face extraction and classification using Facenet architecture

lrnzgiusti.github.io

marf

Official Repository for MaRF: Representing Mars as Neural Radiance Fields

motif-counting

Monte Carlo sampling of Markov Chains (MC) for motif counting in graphlets.

on-oversquashing

Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)

popularity-index-prediction

Predict the popularity score of songs based on EEG signals

reprodl2021

Host repository for the "Reproducible Deep Learning" PhD course

simplicial-attention-networks

Official Repository for Simplicial Attention Networks

siw-formazione