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@mdsunivie

Mathematics of Data Science / University of Vienna

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  1. deeperwin deeperwin Public

    DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing w…

    Python 67 8

  2. deep_kolmogorov deep_kolmogorov Public

    Forked from juliusberner/deep_kolmogorov

    Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning

    Python 7

  3. theory2practice theory2practice Public

    Forked from juliusberner/theory2practice

    Training ReLU networks to high uniform accuracy is intractable

    Python 1

  4. HARNet HARNet Public

    TensorFlow implementation of the HARNet model for realized volatility forecasting.

    Python 29 7

  5. EffDI EffDI Public

    Python package to compute the effective dispersion index (EffDI).

    Python 1

Repositories

Showing 7 of 7 repositories
  • ps_clip_ferminet Public Forked from google-deepmind/ferminet

    An implementation of per-sample gradient clipping for FermiNet

    mdsunivie/ps_clip_ferminet's past year of commit activity
    Python 0 Apache-2.0 172 0 0 Updated Jul 21, 2026
  • deeperwin Public

    DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing when optimizing wave functions for multiple nuclear geometries and the usage of pre-trained neural network weights to accelerate optimization.

    mdsunivie/deeperwin's past year of commit activity
    Python 67 8 0 1 Updated Apr 18, 2025
  • HARNet Public

    TensorFlow implementation of the HARNet model for realized volatility forecasting.

    mdsunivie/HARNet's past year of commit activity
    Python 29 MIT 7 0 0 Updated Jul 16, 2023
  • theory2practice Public Forked from juliusberner/theory2practice

    Training ReLU networks to high uniform accuracy is intractable

    mdsunivie/theory2practice's past year of commit activity
    Python 1 MIT 2 0 0 Updated Nov 14, 2022
  • deep_kolmogorov Public Forked from juliusberner/deep_kolmogorov

    Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning

    mdsunivie/deep_kolmogorov's past year of commit activity
    Python 7 MIT 9 0 0 Updated Nov 14, 2022
  • robust_kolmogorov Public Forked from juliusberner/robust_kolmogorov

    Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning (ICML 2022)

    mdsunivie/robust_kolmogorov's past year of commit activity
    Python 0 MIT 1 0 0 Updated Aug 10, 2022
  • EffDI Public

    Python package to compute the effective dispersion index (EffDI).

    mdsunivie/EffDI's past year of commit activity
    Python 1 GPL-3.0 0 0 0 Updated May 29, 2022

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Python

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