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Andrea Gasparini's Projects

al-folio icon al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

autonomous-networking icon autonomous-networking

Homeworks of the Autonomous Networking course (A.Y. 2021-2022) @ Sapienza University of Rome

bachelor-degree-thesis icon 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

big-data-weather-forecasting icon big-data-weather-forecasting

Big Data weather forecasting, experimenting with logistic regression, SVM and random forest in a distributed setting by using PySpark

esc icon esc

ESC: Redesigning WSD with Extractive Sense Comprehension

f1-racing-cars-tracking icon f1-racing-cars-tracking

A Faster R-CNN based model for detection and tracking of F1 racing cars through transfer learning and histograms distance

homework-sistemi-operativi icon homework-sistemi-operativi

Soluzioni degli homework relativi all'esame di Sistemi Operativi mod. 2 (SO2) A.A. 2018-2019 @ Sapienza Università di Roma

metodologie-programmazione icon metodologie-programmazione

Esercizi, homework e progetto relativi all'esame di Metodologie di Programmazione A.A. 2018-2019 @ Sapienza Università di Roma

neural-networks icon neural-networks

Implementation of Perceptron training and of learning by stochastic gradient descent (SGD) in feedforward neural networks

nlp-aspect-based-sentiment-analysis icon 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

nlp-word-in-context-disambiguation icon 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

programmazione-funzionale-parallela icon 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

pyctcdecode icon pyctcdecode

A fast and lightweight python-based CTC beam search decoder for speech recognition.

so2-exam-simulator icon so2-exam-simulator

Simulatore dell'esame di Sistemi Operativi mod. 2 (SO2) @ Sapienza Università di Roma

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