Andrea Gasparini's repositories
sapienza-beamer-template
LaTeX beamer template for presentations at Sapienza University of Rome
cloud-computing-exam-simulator
Exam simulator of the Cloud Computing course @ Sapienza University of Rome
f1-racing-cars-tracking
A Faster R-CNN based model for detection and tracking of F1 racing cars through transfer learning and histograms distance
big-data-weather-forecasting
Big Data weather forecasting, experimenting with logistic regression, SVM and random forest in a distributed setting by using PySpark
backdoor-federated-learning
A backdoor attack in a Federated learning setting using the FATE framework
nlp-word-sense-disambiguation-wic-data
WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT feature-based and fine-tuning approaches (GlossBERT)
sapienza-informatica-feed-rss
Scraper per generare un feed RSS degli avvisi pubblicati sul sito del Dipartimento di Informatica della Sapienza
nlp-aspect-based-sentiment-analysis
Aspect-Based Sentiment Analysis (ABSA) using different setups based on 2 stacked BiLSTMs and Attention layers; leveraging PoS, GloVe and BERT (frozen) embeddings
progetto-linguaggi-tecnologie-web
Progetto relativo all'esame di Linguaggi e Tecnologie per il Web (LTW) A.A. 2019-2020 @ Sapienza Università di Roma
bachelor-degree-thesis
Design and development of a web application to manage @SapienzaNLP linguistic resources. Final thesis for the Bachelor's Degree in Computer Science @ Sapienza University of Rome
foundations-data-science-assignments
Homeworks and final project of the Foundations of Data Science course (A.Y. 2020-2021) @ Sapienza University of Rome
nlp-word-in-context-disambiguation
Word-in-Context (WiC) disambiguation experimenting with a word-level approach (MLP + ReLU) and a sequence encoding one (LSTMs), on top of GloVe embeddings
autonomous-networking
Homeworks of the Autonomous Networking course (A.Y. 2021-2022) @ Sapienza University of Rome
homework-sistemi-operativi
Soluzioni degli homework relativi all'esame di Sistemi Operativi mod. 2 (SO2) A.A. 2018-2019 @ Sapienza Università di Roma
machine-learning-homeworks
Homeworks of the Machine Learning course (A.Y. 2020-2021) @ Sapienza University of Rome
programmazione-funzionale-parallela
Esercizi e soluzioni delle esercitazioni svolte durante il corso di Programmazione Funzionale e Parallela (PFP) A.A. 2019-2020 @ Sapienza Università di Roma
front-end-bootcamp-project-babelscape
Final project of the @Babelscape front end development bootcamp: a UI-Kit library based on JQuery UI, TypeScript and SASS
metodologie-programmazione
Esercizi, homework e progetto relativi all'esame di Metodologie di Programmazione A.A. 2018-2019 @ Sapienza Università di Roma
progetto-arduino-programmazione-sistemi-multicore
Progetto Arduino relativo all'esame di Programmazione di Sistemi Multicore A.A. 2019-2020 @ Sapienza Università di Roma
hugo-theme-nix
Nix is a simple, minimal theme for Hugo
neural-networks
Implementation of Perceptron training and of learning by stochastic gradient descent (SGD) in feedforward neural networks
progetto-interazione-uomo-macchina
Progetto relativo all'esame di Interazione Uomo-Macchina (IUM) A.A. 2019-2020 @ Sapienza Università di Roma
pyctcdecode
A fast and lightweight python-based CTC beam search decoder for speech recognition.
SO2-exam-simulator
Simulatore dell'esame di Sistemi Operativi mod. 2 (SO2) @ Sapienza Università di Roma
xtream-ai-assignment-engineer
Assignments for the interviews of our AI team