nicolezattarin

LOB-feature-analysis

Feature engineering of a Limit Order Book. Extraction of features from a LOB in order to analyse the behaviour of trade market.

BERT-Aspect-Based-Sentiment-Analysis

Class for Aspect-term extraction and Aspect-based sentiment analysis with BERT and Adapters

OpenCV-parking-lot-detection

OpenCV C++ model for free parking lot detection with python Tensorflow CNN classifier.

PointCloudCompression

Segmented PointCloud compression with DRACO, DBSCAN, Convolutional Autoencoders and 2D projection

Quantum-Cryptography-protocols

Code for data analysis and processing concerning Quantum Cryptography protocols. Focus on QRNGs and QKD

3D-Object-Classification

Point Cloud- and Voxel-based architectures for ModelNet40 3D classification

co-living-DB

Design and implementation of a database containing all the informations needed to manage a co-living.

COVID19-Italy-phase2-enriched-dataset

Datasets about spread and managing of Covid-19 in Italy during the second wave of pandemia

IoMT-efficient-information-distribution

Analysis of how to reduce information leaking in IoMT scenario by means of ML tools. Test of network functionalities in a lorawan architecture.

MapReduce-kcenters-outliers

Pyspark implementation of k-centers algorithm to deal with big data and outliers

Name-origin-classification

LSTM ethnicity classifier from names, based on wikipedia data

Network-Analysis-Simulation

Computational tools for simulation and analysis of networks. Simulations performed with ns3.

nicolezattarin.github.io

nicolezattarin.github.io

VQE-minimization-strategies

Benchmarks of different minimization algorithms and strategies applied to the VQE model, simulations performed with Qibo

3D-augmented-reality

Collection of examples of 3D applications developed with Unity

Computer-Vision

Computer Vision algorithms with c++ and OpenCV. Algorithms for image processing, objects detection and applications.

Human-Data-Analytics

Collection of deep learning architectures for data analytics. Tensorflow implementation

AudioKWS

Implementation of a small-footprint keyword spotting (KWS) engine using convolutional neural networks (CNNs).

github-cards

The unofficial GitHub Cards. Card for your GitHub profile, card for your GitHub repositories.

makemore

An autoregressive character-level language model for making more things

Neural-Networks-Deep-Learning

Collection of deep learning strategies implemented in PyTorch

nicolezattarin

NLP-algorithms

Collection of algorithms and models for NLP, such as word embedding, POS tagging, language modelling...

Numerical-Methods-Physics

Numerical methods to solve physics and math problems (e.g. differential equations, integrals, experiment simulation...) using C++ and ROOTCern.

portfolio-optimization

Basic portfolio theory based on multi-variate optimization

PyWordle

Python implementation with GUI of Wordle from New York Times

qibo

A framework for quantum computing with hardware acceleration.