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pitmonticone

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Informal Mathematics @UniTrento || Formal Mathematics at Harmonic || Formalising in @LeanProver || Developing in @JuliaLang and @Python.

Funding Links: https://github.com/sponsors/pitmonticone

GitHub Sponsors Profile

Past Projects
Computational Social Science

Ego Graph Analysis on Facebook and Twitter.

Computational Epidemiology & Public Health

ICD_GEMs.jl: A Julia Package to Translate Between ICD-9 and ICD-10 Codes;
Italian COVID-19 integrated surveillance dataset disaggregated by region, age and sex;
Piedmont COVID-19 Data Modelling & Management.

Data Mining & Machine Learning

User Gender Classification on Reddit applying NLP;
BERT Sentiment Classification on the IMDb Large Movie Review Dataset;
Dataset Analysis and CNN Models Optimization for Plant Disease Classification.

Time Series Analysis

UnrollingAverages.jl: A Julia Package to Deconvolve Time Series Data.

Current Projects
Applied Graph Theory / Network Science

MultilayerGraphs.jl: A Julia Package to Construct, Handle and Analyse Multilayer Graphs.

Computational Epidemiology & Public Health

ComputationalEpidemiology.jl: A Julia Package for Computational Epidemiology.

Computational Neuroscience

NeuronalModeling.jl: A Julia Package for Single-Neuron Modelling.

Computational Simulation and Optimisation

ModellingFramework.jl: A Julia Package for Domain-Specific Modelling and Optimisation.

Talks
2023
18th Workshop on Algorithms and Models for Web Graphs

When: 2023/05/23 - 2023/05/26
Where: The Fields Institute, Toronto, Canada
Who: Pietro Monticone and Claudio Moroni
What: "Multilayer Network Science in Julia with MultilayerGraphs.jl" (Website, Slides, Video)

JuliaCon 2023

When: 2023/07/25 - 2023/07/29
Where: Massachusetts Institute of Technology, Cambridge, MA, USA
Who: Pietro Monticone and Claudio Moroni
What: "MultilayerGraphs.jl: Multilayer Network Science in Julia" (Website, Short Presentation, Long Presentation, Video)

Featured Works

JuliaGraphs/MultilayerGraphs.jl

A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.

Language: Julia - Stars: 122
InPhyT/COVID19-Italy-Integrated-Surveillance-Data

COVID-19 integrated surveillance data provided by the Italian Institute of Health and processed via UnrollingAverages.jl to deconvolve the weekly moving averages.

Language: Julia - Stars: 31
InPhyT/UnrollingAverages.jl

A Julia package to deconvolve ("unroll") moving averages of time series to get the original ones back.

Language: Julia - Stars: 19
xdevplatform/getting-started-with-the-twitter-api-v2-for-academic-research

A course on getting started with the Twitter API v2 for academic research

Language: Python - Stars: 596
pitmonticone/SocialMediaEgoGraphAnalysis

Ego Graph Analysis on Social Media.

Language: Jupyter Notebook - Stars: 13
pitmonticone/EnergySystemModelling

Resources for the Energy System Modelling course by Tom Brown at Karlsruhe Institute of Technology (2020).

Language: Jupyter Notebook - Stars: 47
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