Newton and Quasi-Newton optimization with PyTorch
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May 29, 2025 - Python
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newton-method
Here are 28 public repositories matching this topic...
Implementation and visualization (some demos) of search and optimization algorithms.
optimization conjugate-gradient-descent policy-iteration value-iteration a-star-algorithm newton-method simulated-annealing-algorithm cross-entropy-method search-gradient
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Nov 30, 2021 - Python
Hessian-based stochastic optimization in TensorFlow and keras
tensorflow optimization keras optimization-algorithms stochastic-optimization newton-method second-order-optimization
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Mar 29, 2022 - Python
This package is dedicated to high-order optimization methods. All the methods can be used similarly to standard PyTorch optimizers.
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Jun 17, 2025 - Python
A Unified Pytorch Optimizer for Numerical Optimization
dfp conjugate-gradient lmf fr prp bfgs gauss-newton newton-method steepest-descent augmented-lagrangian-method sr1 barzilai-borwein broyden dogleg penalty-method log-barrier-method inverse-barrier-method
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Sep 27, 2024 - Python
Newton’s second-order optimization methods in python
optimization-algorithms newtons-method quasi-newton newton-method second-order-optimization quasi-newton-method
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Jun 8, 2022 - Python
Compilation of the assignments of the course of COL726: Numerical Algorithms (Spring 2021) and their solutions
numerical-methods iterative-methods conjugate-gradient gmres lu-decomposition singular-value-decomposition newton-method eigen-vector-decomposition cholesky-decomposition gram-schmidt floating-point-arithmetic floating-point-accuracy-problems qr-factorization broyden-method arnoldi-algorithm
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Jul 15, 2021 - Python
Implementation of Unconstrained minimization algorithms. These are listed below:
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Jun 14, 2020 - Python
Code for the AISTATS 2024 paper: "Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate".
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Jun 18, 2024 - Python
simple code to solve algebraic equation and system of equations
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Aug 7, 2023 - Python
In numerical analysis, Newton's method, also known as the Newton–Raphson method, named after Isaac Newton and Joseph Raphson, is a root-finding algorithm which produces successively better approximations to the roots (or zeroes) of a real-valued function.
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Mar 17, 2021 - Python
Global Optmization with Gradients: Python implementation of an experimental non-local Newton method
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Feb 1, 2025 - Python
Nonlinear optimization course's project is about iterative methods due to finding an optimal point for a function in Rn.
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Mar 31, 2021 - Python
Este repositorio contiene los archivos que crean una interfaz gráfica para el simulador de un movimiento parabólico amortiguado.
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Jul 10, 2021 - Python
Project II from CISC.820.01 - Quantitative Foundations
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Oct 13, 2022 - Python
a Python implementation of various optimization methods for functions using Streamlit.
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Jun 18, 2024 - Python
HRH Quality Control app
python quality-control latex progress-bar oop pandas gui-application data-analysis sqlite3 pyinstaller newton-method pysimplegui
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Jan 17, 2022 - Python
This project is a graphical calculator for solving equations using the Newton Method and finding function minima using the Gradient Descent algorithm, utilizing PySide6, SymPy, and Matplotlib.
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Jul 31, 2024 - Python
Application of four different numerical methods to compute the square root of 2
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Mar 13, 2024 - Python
Numeric methods laboratory works
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Dec 16, 2022 - Python
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