Nicole Zattarin's Projects
Collection of examples of 3D applications developed with Unity
Point Cloud- and Voxel-based architectures for ModelNet40 3D classification
Implementation of a small-footprint keyword spotting (KWS) engine using convolutional neural networks (CNNs).
Class for Aspect-term extraction and Aspect-based sentiment analysis with BERT and Adapters
Design and implementation of a database containing all the informations needed to manage a co-living.
Computer Vision algorithms with c++ and OpenCV. Algorithms for image processing, objects detection and applications.
Datasets about spread and managing of Covid-19 in Italy during the second wave of pandemia
The unofficial GitHub Cards. Card for your GitHub profile, card for your GitHub repositories.
Collection of deep learning architectures for data analytics. Tensorflow implementation
Analysis of how to reduce information leaking in IoMT scenario by means of ML tools. Test of network functionalities in a lorawan architecture.
Feature engineering of a Limit Order Book. Extraction of features from a LOB in order to analyse the behaviour of trade market.
An autoregressive character-level language model for making more things
Pyspark implementation of k-centers algorithm to deal with big data and outliers
LSTM ethnicity classifier from names, based on wikipedia data
Computational tools for simulation and analysis of networks. Simulations performed with ns3.
Collection of deep learning strategies implemented in PyTorch
nicolezattarin.github.io
Collection of algorithms and models for NLP, such as word embedding, POS tagging, language modelling...
Numerical methods to solve physics and math problems (e.g. differential equations, integrals, experiment simulation...) using C++ and ROOTCern.
OpenCV C++ model for free parking lot detection with python Tensorflow CNN classifier.
Segmented PointCloud compression with DRACO, DBSCAN, Convolutional Autoencoders and 2D projection
Basic portfolio theory based on multi-variate optimization
Python implementation with GUI of Wordle from New York Times
A framework for quantum computing with hardware acceleration.
Code for data analysis and processing concerning Quantum Cryptography protocols. Focus on QRNGs and QKD
Benchmarks of different minimization algorithms and strategies applied to the VQE model, simulations performed with Qibo