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3d-augmented-reality

Collection of examples of 3D applications developed with Unity

3d-object-classification

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

audiokws

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

bert-aspect-based-sentiment-analysis

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

co-living-db

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

computer-vision

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

covid19-italy-phase2-enriched-dataset

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

github-cards

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

human-data-analytics

Collection of deep learning architectures for data analytics. Tensorflow implementation

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.

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.

makemore

An autoregressive character-level language model for making more things

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.

neural-networks-deep-learning

Collection of deep learning strategies implemented in PyTorch

nicolezattarin

nicolezattarin.github.io

nicolezattarin.github.io

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.

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

pywordle

Python implementation with GUI of Wordle from New York Times

qibo

A framework for quantum computing with hardware acceleration.

quantum-cryptography-protocols

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

vqe-minimization-strategies

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