Skip to content

@Pacmed Pacmed

Change the repository type filter

All

    Repositories list

    12 repositories

    • prediction-app-basic

      Public
      A docker/flask example applied to an Intensive Care Unit use case.
      Python
      •
      MIT License
      •0•2•0•3•Updated May 1, 2023May 1, 2023

    • causal_inference

      Public
      A repository to collect our work on treatment effect estimation.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•1•6•0•Updated Jul 6, 2021Jul 6, 2021

    • ehr_ood_detection

      Public
      Pacmed Labs experiments on uncertainty estimation, focusing on unbalanced tabular data and classification tasks.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •2•21•1•0•Updated May 26, 2021May 26, 2021

    • interpretability-implementations-demos

      Public
      Sklearn-compatible interpretability implementations and demos. Accompanying slides: https://bit.ly/2xxA2Lx
      Jupyter Notebook
      •125•1•0•0•Updated Dec 21, 2020Dec 21, 2020

    • uncertainty-classification-tabular-data

      Public
      Experiments on uncertainty estimation for classification and risk prediction.
      Python
      •1•1•0•0•Updated Jun 18, 2020Jun 18, 2020

    • sensible-local-interpretations

      Public
      Uncertainty via weighting different classes.
      HTML
      •1•3•0•0•Updated Dec 2, 2019Dec 2, 2019

    • tsfresh

      Public
      Automatic extraction of relevant features from time series:
      Jupyter Notebook
      •
      MIT License
      •1.2k•2•0•0•Updated Oct 4, 2019Oct 4, 2019

    • pyfim-clone

      Public
      Clone of pyfim making it installable as a dependency. Copied from http://www.borgelt.net/pyfim.html
      C
      •4•0•0•0•Updated Aug 7, 2019Aug 7, 2019

    • aisg_2019

      Public
      Code used for Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications
      Jupyter Notebook
      •4•3•0•0•Updated Jun 13, 2019Jun 13, 2019

    • pacpong

      Public
      Code to run a pingpong competition in your company!
      Python
      •
      MIT License
      •0•1•0•0•Updated Apr 3, 2019Apr 3, 2019

    • invasive_bp_icu_datathon_milan

      Public
      Accurate prediction of central blood pressure from radial blood pressure in the Intensive Care Unit
      Jupyter Notebook
      •
      Apache License 2.0
      •3•2•0•0•Updated Feb 3, 2019Feb 3, 2019

    • shap

      Public
      A unified approach to explain the output of any machine learning model.
      Jupyter Notebook
      •
      MIT License
      •3.3k•2•0•0•Updated Jan 18, 2019Jan 18, 2019