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@Banking-Analytics-Lab

Banking Analytics Lab @ Western University

Team focusing on analytics models in banking and insurance. Led by @CBravoR.

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  1. DynamicGraphLearning DynamicGraphLearning Public

    Code used in Tiukhova et al. (2022). Influencer Detection with Dynamic Graph Neural Networks. TGL@Neurips 2022.

    Python 11

  2. EMP-Py EMP-Py Public

    EMP package for python

    Python 5 1

  3. MultimodalFusionRatings MultimodalFusionRatings Public

    Code for Tavakoli et al. (2023) paper on multimodal and information fusion strategies for credit rating modelling.

    Jupyter Notebook 5 2

  4. INFLECT INFLECT Public

    Code for the paper Tiukhova et al. (2023) on Influencer Prediction with Graph Neural Networks

    Python 4

  5. mulp mulp Public

    Forked from MariaOskarsdottir/MultilayerCreditScoring

    Multilayer PageRank algorithm presented in Bravo and Óskarsdóttir (2020) and Óskarsdóttir and Bravo (2021).

    Python 3

  6. EMP EMP Public

    EMP R Package

    R 1 1

Repositories

Showing 8 of 8 repositories
  • mulp Public Forked from MariaOskarsdottir/MultilayerCreditScoring

    Multilayer PageRank algorithm presented in Bravo and Óskarsdóttir (2020) and Óskarsdóttir and Bravo (2021).

    Banking-Analytics-Lab/mulp’s past year of commit activity
    Python 3 GPL-3.0 1 0 0 Updated Nov 15, 2024
  • GAT-LSTM-ATT Public

    Dynamic Multilayer Graph Neural Networks for Mortgage Risk

    Banking-Analytics-Lab/GAT-LSTM-ATT’s past year of commit activity
    Jupyter Notebook 1 Apache-2.0 0 0 0 Updated Sep 25, 2024
  • INFLECT Public

    Code for the paper Tiukhova et al. (2023) on Influencer Prediction with Graph Neural Networks

    Banking-Analytics-Lab/INFLECT’s past year of commit activity
    Python 4 GPL-3.0 0 1 0 Updated Jul 16, 2024
  • MultimodalFusionRatings Public

    Code for Tavakoli et al. (2023) paper on multimodal and information fusion strategies for credit rating modelling.

    Banking-Analytics-Lab/MultimodalFusionRatings’s past year of commit activity
    Jupyter Notebook 5 GPL-3.0 2 0 0 Updated Jul 2, 2024
  • RatingMultimodalVolatilityNetworks Public

    Code for the paper on Credit Risk Ratings Using Multimodal Volatility-Enhanced Neural Networks

    Banking-Analytics-Lab/RatingMultimodalVolatilityNetworks’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Jun 4, 2024
  • DynamicGraphLearning Public

    Code used in Tiukhova et al. (2022). Influencer Detection with Dynamic Graph Neural Networks. TGL@Neurips 2022.

    Banking-Analytics-Lab/DynamicGraphLearning’s past year of commit activity
    Python 11 0 0 0 Updated Feb 9, 2023
  • EMP-Py Public

    EMP package for python

    Banking-Analytics-Lab/EMP-Py’s past year of commit activity
    Python 5 1 0 0 Updated Jun 10, 2022
  • EMP Public

    EMP R Package

    Banking-Analytics-Lab/EMP’s past year of commit activity
    R 1 1 0 0 Updated Aug 29, 2019

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