hessian-matrix
Here are 10 public repositories matching this topic...
Implementation of a Physics Informed Neural Network (PINN) written in Tensorflow v2, which is capable of solving Partial Differential Equations.
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Apr 26, 2022 - Jupyter Notebook
In this project, I implement an enhanced active contour method that uses discrete wavelet transform for energy minimization to increase the accuracy.
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Jan 16, 2025 - MATLAB
This repository contains wrapper scripts for running transition state and IRC (Intrinsic Reaction Coordinate) calculations using Sella and IRC ASE optimizers for the Sella package.
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Mar 8, 2024 - Python
Official implementation of "Unraveling the Hessian: A Key to Smooth Convergence in Loss Function Landscapes"
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Mar 3, 2025 - TeX
The implementation of advanced mathematical optimization methods
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Dec 23, 2022 - MATLAB
This is my project about liver vessel segmentation in CT images based on hessian matrix and U-Net networks
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Dec 20, 2023 - Python
Dual number classes for automatic differentiation including for higher order derivatives
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Feb 19, 2025 - C++
A curated repository of papers on the Hessian of deep neural networks.
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Jan 17, 2025
Learning Network using Hessian Optimization in PyTorch
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Apr 26, 2024 - Jupyter Notebook
A JAX + SymPy based project that explores optimization in ML using hessian matrix and graidents.
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Feb 5, 2024 - Jupyter Notebook
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