andrea-gasparini

ML Engineer, MSc in CS @ La Sapienza

Rome

Pinned Repositories

asr-lexical-semantic-error-correction-study
A study on Word Sense Disambiguation for lexical-semantic error correction in Speech Recognition. Final thesis for the Master's Degree in Computer Science @ Sapienza University of Rome
Language:Jupyter Notebook00
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
Language:TeX4 1 00
backdoor-federated-learning
A backdoor attack in a Federated learning setting using the FATE framework
Language:Python6 1 00
big-data-weather-forecasting
Big Data weather forecasting, experimenting with logistic regression, SVM and random forest in a distributed setting by using PySpark
Language:Jupyter Notebook8 1 00
cloud-computing-exam-simulator
Exam simulator of the Cloud Computing course @ Sapienza University of Rome
Language:JavaScript18 1 03
f1-racing-cars-tracking
A Faster R-CNN based model for detection and tracking of F1 racing cars through transfer learning and histograms distance
Language:Python13 2 33
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
Language:Python5 2 01
nlp-word-sense-disambiguation-wic-data
WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT feature-based and fine-tuning approaches (GlossBERT)
Language:Python6 2 01
sapienza-beamer-template
LaTeX beamer template for presentations at Sapienza University of Rome
Language:TeX22 1 11
sapienza-informatica-feed-rss
Scraper per generare un feed RSS degli avvisi pubblicati sul sito del Dipartimento di Informatica della Sapienza
Language:PHP6 1 10

andrea-gasparini's Repositories

andrea-gasparini/sapienza-beamer-template
LaTeX beamer template for presentations at Sapienza University of Rome
Language:TeX22 1 11
andrea-gasparini/cloud-computing-exam-simulator
Exam simulator of the Cloud Computing course @ Sapienza University of Rome
Language:JavaScript18 1 03
andrea-gasparini/f1-racing-cars-tracking
A Faster R-CNN based model for detection and tracking of F1 racing cars through transfer learning and histograms distance
Language:Python13 2 33
andrea-gasparini/big-data-weather-forecasting
Big Data weather forecasting, experimenting with logistic regression, SVM and random forest in a distributed setting by using PySpark
Language:Jupyter Notebook8 1 00
andrea-gasparini/backdoor-federated-learning
A backdoor attack in a Federated learning setting using the FATE framework
Language:Python6 1 00
andrea-gasparini/nlp-word-sense-disambiguation-wic-data
WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT feature-based and fine-tuning approaches (GlossBERT)
Language:Python6 2 01
andrea-gasparini/sapienza-informatica-feed-rss
Scraper per generare un feed RSS degli avvisi pubblicati sul sito del Dipartimento di Informatica della Sapienza
Language:PHP6 1 10
andrea-gasparini/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
Language:Python5 2 01
andrea-gasparini/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
Language:TeX4 1 00
andrea-gasparini/foundations-data-science-assignments
Homeworks and final project of the Foundations of Data Science course (A.Y. 2020-2021) @ Sapienza University of Rome
Language:Jupyter Notebook4 1 00
andrea-gasparini/progetto-linguaggi-tecnologie-web
Progetto relativo all'esame di Linguaggi e Tecnologie per il Web (LTW) A.A. 2019-2020 @ Sapienza Università di Roma
Language:PHP4 1 21
andrea-gasparini/autonomous-networking
Homeworks of the Autonomous Networking course (A.Y. 2021-2022) @ Sapienza University of Rome
Language:Python3 1 01
andrea-gasparini/homework-sistemi-operativi
Soluzioni degli homework relativi all'esame di Sistemi Operativi mod. 2 (SO2) A.A. 2018-2019 @ Sapienza Università di Roma
Language:C3 0 00
andrea-gasparini/machine-learning-homeworks
Homeworks of the Machine Learning course (A.Y. 2020-2021) @ Sapienza University of Rome
Language:Jupyter Notebook3 1 0
andrea-gasparini/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
Language:Jupyter Notebook3 1 0
andrea-gasparini/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
Language:C3 1 0
andrea-gasparini/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
Language:TypeScript2 1 4
andrea-gasparini/metodologie-programmazione
Esercizi, homework e progetto relativi all'esame di Metodologie di Programmazione A.A. 2018-2019 @ Sapienza Università di Roma
Language:Java2 2 0
andrea-gasparini/progetto-arduino-programmazione-sistemi-multicore
Progetto Arduino relativo all'esame di Programmazione di Sistemi Multicore A.A. 2019-2020 @ Sapienza Università di Roma
Language:Python2 1 0
andrea-gasparini/al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
Language:JavaScript1 0 0
andrea-gasparini/esc
ESC: Redesigning WSD with Extractive Sense Comprehension
Language:Python1 0 0
andrea-gasparini/hugo-theme-nix
Nix is a simple, minimal theme for Hugo
Language:HTML1 0 0
andrea-gasparini/neural-networks
Implementation of Perceptron training and of learning by stochastic gradient descent (SGD) in feedforward neural networks
Language:Jupyter Notebook1 0 0
andrea-gasparini/progetto-interazione-uomo-macchina
Progetto relativo all'esame di Interazione Uomo-Macchina (IUM) A.A. 2019-2020 @ Sapienza Università di Roma
Language:TeX1 1 02
andrea-gasparini/pyctcdecode
A fast and lightweight python-based CTC beam search decoder for speech recognition.
Language:Python1 0 0
andrea-gasparini/SO2-exam-simulator
Simulatore dell'esame di Sistemi Operativi mod. 2 (SO2) @ Sapienza Università di Roma
Language:Java1 0 0
andrea-gasparini/asr-lexical-semantic-error-correction-study
A study on Word Sense Disambiguation for lexical-semantic error correction in Speech Recognition. Final thesis for the Master's Degree in Computer Science @ Sapienza University of Rome
Language:Jupyter Notebook00
andrea-gasparini/developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
andrea-gasparini/xtream-ai-assignment-engineer
Assignments for the interviews of our AI team
Language:Jupyter Notebook0 0