Skip to content

@EmoryMLIP EmoryMLIP

Change the repository type filter

All

    Repositories list

    18 repositories

    • 2026-DifferentiatingSDEPrimer

      Public
      Code example for the paper "Differentiating through Stochastic Differential Equations: A Primer"
      Python
      •
      MIT License
      •1•4•0•0•Updated Jan 14, 2026Jan 14, 2026

    • emory-reu-ret-website

      Public
      TeX
      •
      MIT License
      •15•1•0•0•Updated Dec 16, 2025Dec 16, 2025

    • MFGnet.jl

      Public
      A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems
      Julia
      •
      MIT License
      •10•32•5•0•Updated Nov 7, 2025Nov 7, 2025

    • rampde

      Public
      Mixed precision Neural ODE solvers (RAMPDE) for PyTorch
      Python
      •
      MIT License
      •3•8•0•0•Updated Oct 29, 2025Oct 29, 2025

    • PCP-Map

      Public
      PyTorch implementation of the PCP-Map approach.
      Python
      •
      MIT License
      •1•3•0•0•Updated Jan 10, 2025Jan 10, 2025

    • COT-Flow

      Public
      PyTorch implementation of the COT-Flow approach
      Python
      •
      MIT License
      •18•2•0•0•Updated Jan 10, 2025Jan 10, 2025

    • OT-Flow

      Public
      PyTorch implementation of the OT-Flow approach in arXiv:2006.00104
      Python
      •
      MIT License
      •18•57•0•2•Updated Jul 25, 2024Jul 25, 2024

    • NeuralSOC

      Public
      PyTorch codes to reproduce results from Li et al. 2023.
      Python
      •
      MIT License
      •0•5•0•0•Updated Apr 29, 2024Apr 29, 2024

    • PyHySCO

      Public
      Pytorch toolbox for Hyperelastic Susceptibility Artifact Correction
      Python
      •
      GNU General Public License v3.0
      •2•4•1•0•Updated Apr 22, 2024Apr 22, 2024

    • FBSNNs

      Public
      Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
      TeX
      •
      MIT License
      •77•3•0•0•Updated Sep 9, 2023Sep 9, 2023

    • DynamicBlocks

      Public
      A pytorch toolbox designed for experimentation using a generalization of the Resnet design.
      Python
      •
      MIT License
      •0•15•0•2•Updated Jul 6, 2023Jul 6, 2023

    • DeepGenerativeModelingIntro

      Public
      PyTorch Code used in 'Introduction to Deep Generative Modeling'
      Python
      •
      MIT License
      •10•54•1•0•Updated Apr 10, 2021Apr 10, 2021

    • NumDL-CourseNotes

      Public
      Course notes for graduate-level class on numerical methods for deep learning
      TeX
      •
      GNU General Public License v3.0
      •24•2•0•0•Updated Mar 22, 2021Mar 22, 2021

    • PNKH-B

      Public
      MATLAB Implementation of our Projected Newton-Krylov Method for Bound-Constrained Optimization
      MATLAB
      •
      MIT License
      •3•8•0•0•Updated Dec 11, 2020Dec 11, 2020

    • HybridRFM

      Public
      Code accompanying the paper 'Avoiding The Double Descent Phenomenon of Random FeatureModels Using Hybrid Regularization'
      MATLAB
      •
      MIT License
      •1•0•0•0•Updated Dec 11, 2020Dec 11, 2020

    • DOvsOD_NeuralODEs

      Public
      code for "Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows".
      Python
      •
      MIT License
      •143•8•0•0•Updated Jul 28, 2020Jul 28, 2020

    • grad-cnns

      Public
      Code and manuscript for "Efficient Per-Example Gradient Computations in Convolutional Neural Networks"
      TeX
      •12•0•0•0•Updated Jan 26, 2020Jan 26, 2020

    • CS584.jl

      Public
      Julia Environment for Numerical Methods for Deep Learning Class
      Julia
      •
      MIT License
      •0•1•0•0•Updated Jan 15, 2020Jan 15, 2020