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followers: 5.0 following: 6.0 repos: 11.0 gists: 0.0

Name: simonetoso

Type: User

Bio: Physics graduate. Currently studying statistics and machine learning

Location: Padova, Italy

I'm a Physics student, finishing my master's in Physics of Data at University of Padova, Italy. I'm currently an intern at the Sony Stuttgart Laboratory 1.

Some projects I have worked on

Bayesian SIR: Bayesian inference on the SIR parameters of Covid data
Parallel implementation of k-means using PySpark: parallel implementation of the kmeans++ algorithm on a small VM cluster
Image colorization using CNNs
Fake News recognition using Naive Bayes Classifier
Game of Life: Python implementation of Conway's Game of Life, with analysis on pattern persistence (and some fun pixelart)
Traveling Salesman Problem via Simulated Annealing: C++ implementation of scale-based Simulated Annealing to find approximated solutions to the Traveling Salesman Problem. Applied it to Robert Bosch's Art Datasets
HMM for protein state reconstruction: Implementation of the Baum-Welch and Viterbi algorithm to train a Hidden Markov Model on the single-molecule trajectory of an Hsp-90 protein (prerint)

simonetoso's Projects

bayesianfakenewsrecognition

Final project, "Advanced Statistics for Physics Analysis", 2022-23

bayesianinferenceassignments

Assignments on Bayesian Inference (Advanced Statistics for Physics Analysis, 2022-23)

bayesiansir

Covid data analysis

colorization

CNN based image colorization

kmeansmapreduce

laboratoryofcomputationalphysics_y5

mapd-b

percolationml

Implementation of the methods described in the paper "Supervised and unsupervised learning of directed percolation" (Shen et. al.)

s1m0n32001

tsp-art

Final project for Computational Methods for Physics, an exam of the last year of the BSc in Physics at the University of Padua.

weightedvoronoi

Python implementation of Weighted Voronoi Stippling, as described in Adrian Secord's 2002 paper.

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