GitHub topics: hessian-matrix
Mahtab-Shabani/Retinal-Blood-Vessel-Segmentation-by-Active-Contour
In this project, I implement an enhanced active contour method that uses discrete wavelet transform for energy minimization to increase the accuracy.
Language: MATLAB - Size: 34.9 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 11 - Forks: 1
francesco-innocenti/NN-Hessian-Papers
A curated repository of papers on the Hessian of deep neural networks.
Size: 17.6 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0
dscamiss/hesse
PyTorch tools for Hessian-related operations
Language: Python - Size: 148 KB - Last synced at: 16 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
SanoScience/Synergistic-Eigenanalysis-Covariance-Hessian
Code related to the paper: Hartoyo, A., Argasiński, J., Trenk, A., Przybylska, K., Błasiak, A., & Crimi, A. (2025). Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification on health datasets. Computers in Biology and Medicine, 190, 109985.
Language: Jupyter Notebook - Size: 8.79 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1
kisnikser/landscape-hessian
Official implementation of "Unraveling the Hessian: A Key to Smooth Convergence in Loss Function Landscapes"
Language: TeX - Size: 15.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0
ExcessPhase/ctaylor
Dual number classes for automatic differentiation including for higher order derivatives
Language: C++ - Size: 1.14 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
udit-rawat/Synthax
A JAX + SymPy based project that explores optimization in ML using hessian matrix and graidents.
Language: Jupyter Notebook - Size: 7.93 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1
Peachypie98/Hessian-Network-Learning
Learning Network using Hessian in PyTorch
Language: Jupyter Notebook - Size: 429 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
VincentLeo25/Vascular-Segmentation
This is my project about liver vessel segmentation in CT images based on hessian matrix and U-Net networks
Language: Python - Size: 336 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
kochlisGit/Physics-Informed-Neural-Network-PINN-Tensorflow
Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equations.
Language: Jupyter Notebook - Size: 467 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 3
Quelich/algomodel
The implementation of advanced mathematical optimization methods
Language: MATLAB - Size: 1.18 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
