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@MLGlobalHealth

Machine Learning and Global Health Network

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  1. pi-vae pi-vae Public

    Code for utilising VAE as means of doing exact MCMC inference in complex high-dimensional space

    Jupyter Notebook 14 6

  2. phyloSI-RakaiAgeGender phyloSI-RakaiAgeGender Public

    R 5 3

  3. bayes-rate-consistency bayes-rate-consistency Public

    High resolution human contact patterns in the German COVIMOD survey

    Stan 5 4

  4. uncertainity_infectious_diseases uncertainity_infectious_diseases Public

    Code for reproducing results for the paper titled 'the uncertainty of infectious disease outbreaks is underestimated'

    Jupyter Notebook 4 1

  5. PriorCVAE PriorCVAE Public

    The PriorCVAE method extends PriorVAE (Semenova et al, Royal Society Interface 2022) to enable parameter inference

    Python 4

  6. KidSat KidSat Public

    KidSat: satellite imagery to map childhood poverty dataset and benchmark

    Jupyter Notebook 4 3

Repositories

Showing 10 of 45 repositories
  • stan-case-study Public

    A detailed contributor guide for implementing new distributions in Stan Math Library

    MLGlobalHealth/stan-case-study’s past year of commit activity
    4 BSD-3-Clause 0 0 0 Updated May 18, 2025
  • neuralsurv Public
    MLGlobalHealth/neuralsurv’s past year of commit activity
    0 MIT 0 0 0 Updated May 16, 2025
  • MLGlobalHealth/Realtime-SAE-Zimbabwe’s past year of commit activity
    R 1 MIT 2 0 1 Updated Apr 29, 2025
  • MCHTrends Public
    MLGlobalHealth/MCHTrends’s past year of commit activity
    R 2 MIT 0 0 0 Updated Apr 28, 2025
  • Early_Warning_Scores Public

    Development & validation of clinical early warning models using multi-centred data.

    MLGlobalHealth/Early_Warning_Scores’s past year of commit activity
    R 2 0 0 0 Updated Apr 14, 2025
  • cholera-surveillance Public

    Repo collecting work on cholera dynamics modelling

    MLGlobalHealth/cholera-surveillance’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Apr 14, 2025
  • MLGlobalHealth/StatML4PopHealth’s past year of commit activity
    Jupyter Notebook 1 7 0 0 Updated Apr 8, 2025
  • MLGlobalHealth/aims_rwanda_2024’s past year of commit activity
    HTML 1 CC0-1.0 2 0 0 Updated Mar 31, 2025
  • MLGlobalHealth/stancon2024_infectious_diseases’s past year of commit activity
    HTML 3 MIT 1 0 0 Updated Mar 31, 2025
  • MLGlobalHealth/orphanhood-caregiver-death-in-US-from-all-causes-of-mortality’s past year of commit activity
    R 1 0 0 0 Updated Feb 27, 2025

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