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GeezerVison is showing github.com — Interdisciplinary Physics Team (InPhyT)

README.md

Interdisciplinary Physics Team (InPhyT)

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Overview

InPhyT is a student research group founded at the Department of Physics of the University of Turin specialising in the applied mathematical, statistical and computational modelling of complex systems.

We strongly believe in interdisciplinary approaches to tackling interesting challenges and pressing problems both in academic and industrial R&D.

We designed infectious disease epidemiological data management computational infrastructures in collaboration with regional and national public health institutions in Italy and we are active maintainers and contributors of software packages and organisations within the Julia Programming Language ecosystem with a focus on the development of dynamical modelling frameworks.

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.

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)

Members

Name Mail GitHub Twitter Julia Discourse Julia Forem
Pietro Monticone pietro.monticone @pitmonticone @PietroMonticone @PietroMonticone @pitmonticone
Claudio Moroni claudio.moroni @ClaudMor @Claudio__Moroni @claudio20497 @claudio_moroni

Pinned Loading

  1. MultilayerGraphs.jl MultilayerGraphs.jl Public

    Forked from JuliaGraphs/MultilayerGraphs.jl

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

    Julia 7 1

  2. COVID19-Italy-Integrated-Surveillance-Data COVID19-Italy-Integrated-Surveillance-Data Public

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

    Julia 31 4

  3. UnrollingAverages.jl UnrollingAverages.jl Public

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

    Julia 19 2

  4. Social_Ego_Network_Analysis Social_Ego_Network_Analysis Public

    Ego Graph Analysis on Social Media.

    Jupyter Notebook 11 1

  5. IMDb_Sentiment_Analysis_BERT IMDb_Sentiment_Analysis_BERT Public

    BERT Sentiment Classification on the IMDb Large Movie Review Dataset.

    Jupyter Notebook 17

Repositories

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  • COVID19-Italy-Integrated-Surveillance-Data Public

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

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    InPhyT/COVID19-Italy-Integrated-Surveillance-Data's past year of commit activity
    Julia 31 4 0 3 Updated May 1, 2026
  • inphyt.github.io Public

    Special repository hosting the InPhyT website.

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    InPhyT/inphyt.github.io's past year of commit activity
    HTML 2 1 0 0 Updated Dec 9, 2023
  • .github Public

    Special repository containing the profile directory of InPhyT.

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    InPhyT/.github's past year of commit activity
    3 MIT 1 0 0 Updated Nov 28, 2023
  • Quantitative_Single_Neuron_Modeling_Competition_2009 Public

    Data for the Quantitative Single-Neuron Modeling Competition (2009).

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    InPhyT/Quantitative_Single_Neuron_Modeling_Competition_2009's past year of commit activity
    4 1 0 0 Updated Jun 25, 2023
  • Quantitative_Single_Neuron_Modeling_Competition_2007 Public

    Data for the Quantitative Single-Neuron Modeling Competition (2007).

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    InPhyT/Quantitative_Single_Neuron_Modeling_Competition_2007's past year of commit activity
    MATLAB 0 0 0 0 Updated May 30, 2023
  • Algorithmic_Bias_in_Echo_Chamber_Formation Public

    Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".

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    InPhyT/Algorithmic_Bias_in_Echo_Chamber_Formation's past year of commit activity
    Jupyter Notebook 14 MIT 0 0 0 Updated May 30, 2023
  • MultilayerGraphs.jl Public Forked from JuliaGraphs/MultilayerGraphs.jl

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

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    InPhyT/MultilayerGraphs.jl's past year of commit activity
    Julia 7 MIT 9 0 0 Updated Feb 20, 2023
  • Graphs.jl Public Forked from JuliaGraphs/Graphs.jl

    An optimized graphs package for the Julia programming language

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    InPhyT/Graphs.jl's past year of commit activity
    Julia 0 134 0 0 Updated Jan 14, 2023
  • juliagraphs.github.io Public Forked from JuliaGraphs/juliagraphs.github.io

    Organization page

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    InPhyT/juliagraphs.github.io's past year of commit activity
    HTML 0 10 0 0 Updated Jan 14, 2023
  • UnrollingAverages.jl Public

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

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    There was an error while loading. Please reload this page.

    InPhyT/UnrollingAverages.jl's past year of commit activity
    Julia 19 MIT 2 0 0 Updated Dec 13, 2022
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@pitmonticone @ClaudMor

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