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Aug 1, 2022 - HTML
bfgs-algorithm
Here are 18 public repositories matching this topic...
R code implementing BFGS Quasi-Newton Minimization Method
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Jan 19, 2023 - R
Pomodoro: Progressive Decomposition Methods with Acceleration
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Dec 12, 2021 - C++
R function bfgs( ) implementing the BFGS quasi-Newton minimization method
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Nov 19, 2021 - R
Linear-Parabolic-Expotential-Logarithmic
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Nov 30, 2023 - Jupyter Notebook
A library for spectral line-shape analysis.
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Aug 31, 2024 - Zig
This project summarizes the learning process of optimization methods, attempting to start from the original mathematical formulas and write Python code to understand the principles of the methods.
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May 26, 2024 - Jupyter Notebook
This is an implementation of different optimization algorithms such as: - Gradient Descent (stochastic - mini-batch - batch) - Momentum - NAG - Adagrad - RMS-prop - BFGS - Adam Also, most of them are implemented in vectorized form for multi-variate problems
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Apr 3, 2023 - Jupyter Notebook
Convex, Nonsmooth, Nonlinear Optimization Solver and Problems
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May 6, 2024 - Julia
Jupyter notebooks, scripts, and results associated with the paper Visualization of Optimization Algorithms by Marco Morais (Morais, 2020).
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Nov 6, 2022 - Jupyter Notebook
Implemented optimization algorithms, including Momentum, AdaGrad, RMSProp, and Adam, from scratch using only NumPy in Python. Implemented the Broyden-Fletcher-Goldfarb-Shanno (BFGS) optimizer and conducted a comparative analysis of its results with those obtained using Adam.
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May 18, 2023 - Jupyter Notebook
Contains a mathematical optimization project implemented in Python
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Feb 20, 2024 - Python
Logistic regression on COVID-19 data using BFGS algorithm
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Jun 11, 2021 - Python
Binary Logistic Regression Analysis using the Broyden-Fletcher-Goldfarb-Shanno Algorithm on the Quasi-Newton Method
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Oct 17, 2023 - R
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Aug 6, 2022 - Jupyter Notebook
This is a c++ implementation of the BFGS algorithm.
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Dec 21, 2022 - C++
Modern Fortran Refactoring of L-BFGS-B Nonlinear Optimization Code
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Jan 23, 2024 - Fortran
Implementation of nonlinear Optimization Algorithms in Python
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Feb 15, 2022 - Python
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