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Name: Silvia Giammarinaro

Type: User

Company: Veeva Systems

Bio: Data analyst @ Veeva Systems | Data science graduate @ poliTO

Location: Berlin, Germany

Blog: https://www.linkedin.com/in/silvia-giammarinaro/

Hi 👋, I'm Silvia Giammarinaro

A Data science and Engineering student from Politecnico di Torino

📫 How to reach me

✅ Finished projects:

COVID 19 Chest X-Rays Deep Learning analysis: Comparison of different GAN-based synthetic data generation methods applied to chest X-Rays from COVID-19, Viral Pneumonia and Normal patients. Final project code for the course "Bioinformatics", A.Y. 2020/2021.
COVID-19 epidemic in Italy: epidemiological models final project for the course "Mathemical models for biomedicine";
Network dynamics and learning homework homework for the course "Network Dynamics and Learning";
Bioinformatics labs lab solutions of the course "Bioinformatics";
Unsupervised Domain Adaptation through rotation as regression for RGB-D Object Recognition project involving the replication of a paper plus two new variants using Pytorch;
Machine Learning and Deep Learning homework: assignments concerning SVM, KNN, CNN, transfer learning using sklearn and Pytorch;
Breast cancer analysis comparing the main machine learning algoritmhs using the sklearn library;
Sanremo 2021 wordcloud from all the songs competing in the Sanremo Festival Italian Song Contest;
Sentiment analysis italian hotel review analysis using pandas and sklearn.

💻 Currect projects:

tbd

Machine learning and deep learning:

Math and statistics:

Databases:

Silvia Giammarinaro's Projects

bioinformatics-labs

Lab solutions of the course "Bioinformatics" at Politecnico di Torino, academic year 2020/2021

compara-deep-learning

Using Deep Learning techniques to enhance orthology calls

contrastivelosses4vrd

Implementation for the CVPR2019 paper "Graphical Contrastive Losses for Scene Graph Generation"

depth-vrd

Improving Visual Relation Detection using Depth Maps (ICPR 2020)

dsl-homework

Lab solutions of the course "Data Science Lab: process and methods" at Politecnico di Torino, academic year 2019/2020

dsl-sentiment-analysis

Final project for the course "Data science lab: process and methods" at Politecnico di Torino, academic year 2019/2020

factorizablenet

Factorizable Net (Multi-GPU version): An Efficient Subgraph-based Framework for Scene Graph Generation

fitting-covid-19

Final project for the course "Modelli Matematici per la Biomedicina" at Politecnico di Torino, academic year 2020/2021

glom

An implementation of Geoffrey Hinton's paper "How to represent part-whole hierarchies in a neural network" in Pytorch.

hackerrank

Random challenges taken from HackerRank solved with Python 3.

mldl-homework

Assignments of the course "Machine Learning and Deep Learning" at Politecnico di Torino, academic year 2019/2020

mldl-rgbd-da

Final Project of the couse "Machine Learning and Deep Learning" at Politecnico di Torino, academic year 2019/2020

mml-breast-cancer-analysis

Final Project of the course "Mathematics for Machine Learning" at Politecnico di Torino, academic year 2019/2020

ndl-homework

Assignments of the course "Network Dynamics and Learning" at Politecnico di Torino, academic year 2020/2021

sanremo-2021

Sanremo 2021: il festival della canzone italiana in una foto

schemata

This repository contains code and dataset splits for the paper "Classification by Attention: Scene Graph Classification with Prior Knowledge"

sigeek

sigeek.github.io

sqlueen

SQL tutorials

terrytangyuan

My profile-level README.md with self-updating badges

visual-relationship-detection-ltn

This repository contains the dataset and the source code for the detection of visual relationships with the Logic Tensor Networks framework.

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