bfgs

There are 1 repository under bfgs topic.

ceres-solver / ceres-solver
A large scale non-linear optimization library
bfgs bundle-adjustment c-plus-plus computer-vision conjugate-gradient gauss-newton l-bfgs levenberg-marquardt nonlinear-least-squares nonlinear-optimization-algorithms nonlinear-programming numerical-optimization structure-from-motion trust-region
Language:C++ 3726
PatWie / CppNumericalSolvers
a lightweight header-only C++17 library of numerical optimization methods for nonlinear functions based on Eigen
solver optimization-algorithms optimization-tools mathematics eigen gradient-computation optimization bfgs lbfgs solvers optimisation optim numerical-optimization-methods newton cpp11 minimization minimization-algorithm lbfgsb-solver lbfgs-solver
Language:C++ 861
kthohr / optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
optim evolutionary-algorithms differential-evolution particle-swarm-optimization bfgs cpp cpp11 lbfgs optimization optimization-algorithms openmp openmp-parallelization armadillo numerical-optimization-methods gradient-descent newton eigen automatic-differentiation eigen3
Language:C++ 796
yuki-koyama / mathtoolbox
Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen
algorithm dimensionality-reduction interpolation eigen optimization rbf gpr mds bfgs
Language:C++ 255
LLNL / hiop
HPC solver for nonlinear optimization problems
hpc nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms interior-point-method parallel-programming mpi bfgs quasi-newton constrained-optimization solver optimization acopf gpu-support cuda math-physics radiuss interior-point-optimizer nonsmooth-optimization rocm
Language:C++ 208
clarkzinzow / Nonlinear-Optimization-Algorithms
MATLAB implementations of a variety of nonlinear programming algorithms.
nonlinear-programming-algorithms nonlinear-optimization-algorithms wolfe bfgs newton matlab-implementations algorithm matlab nonlinear-optimization nonlinear-programming nonlinear line-search newtons-method dogleg-method conjugate-gradient conjugate-gradient-descent gauss-newton-method optimization optimization-algorithms
Language:MATLAB 156
PassByYou888 / zAnalysis
zAnalysis是基于Pascal语言编写的大型统计学开源库
learn pca lda sift hog feature analysis machine learn-pascal linux windows arm rasterization h264 yuv mpeg y4m bfgs
Language:Pascal 58
pbenner / autodiff
Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics
automatic-differentiation numerical-optimization special-functions linear-algebra-library linear-algebra bfgs newton-raphson gauss-jordan rprop gram-schmidt cholesky-decomposition statistics statistical-models determinant eigenvalues singular-value-decomposition qr-algorithm hessenberg-reduction golang go
Language:Go 55
funnydman / BFGS-NelderMead-TrustRegion
Python implementation of some numerical (optimization) methods
python optimization numerical-optimization numerical-methods mathematics bfgs nelder-mead trust-region-policy-optimization dogleg-method trust-region dogleg-algorithm trust-region-dogleg-algorithm ai machine-learning machine-learning-algorithms
Language:Python 30
dedupeio / pylbfgs
:mountain_cableway: Python/Cython wrapper for liblbfgs
optimization-algorithms python quasi-newton bfgs owlqn
Language:C 25
jchristopherson / nonlin
A library that provides routines to compute the solutions to systems of nonlinear equations.
nonlinear-equations fortran levenberg-marquardt newton-raphson-multivariable quasi-newton least-squares newtons-method polynomials optimization nelder-mead bfgs
Language:Fortran 25
ypan1988 / roptim
General Purpose Optimization in R using C++: provides a unified C++ wrapper to call functions of the algorithms underlying the optim() solver
nelder-mead bfgs conjugate-gradient l-bfgs-b simulated-annealing cran optim armadillo rcpp
Language:C++ 20
mohamad-amin / UnconstrainedOptimization
Unconstrained optimization algorithms in python, line search and trust region methods
unconstrained-optimization optimization dogleg-method dogleg-algorithm trust-region trust-region-dogleg-algorithm cauchy-point cauchy line-search steepest-descent quasi-newton bfgs
Language:Jupyter Notebook 18
kyleclo / tensorflow-mle
Some examples on computing MLEs using TensorFlow
tensorflow mle bfgs gradient descent mixture gaussian
Language:Python 14
GillesBareilles / NonSmoothSolvers.jl
Optimize nonsmooth functions with gradient sampling, (ns) BFGS...
nonsmooth-optimization bfgs julia optimization
Language:Julia 10
vktrbr / optimization_ml
Optimization in ML
bfgs golden-section-search optimization visualization plotly streamlit successive-parabolic-interpolation brent-algirithm gradient-descent conjugate-gradient-descent exponential-regression linear-regression polynomial-regression python
Language:Python 10
fqhuy / minimind
A Minimalist Machine Learning Library written in Swift
machine-learning gaussian-processes neural-network gradient-descent classification regression bfgs accelerate swift matrix numpy
Language:Swift 9
ELC / interactive-optimization
Index of different Optimization Methods
optimization newtons-method quasi-newton levenberg-marquardt gradient-descent bfgs interactive-visualizations nerdamer-js
Language:JavaScript 7
lbfgsb
jacobwilliams / lbfgsb
Modern Fortran Refactoring of L-BFGS-B Nonlinear Optimization Code
fortran lbfgsb lbfgsb-solver fortran-package-manager constrained-optimization numerical-optimization bfgs bfgs-algorithm
Language:Fortran 7
justinlovinger / optimal-py-learning
Python machine learning library using powerful numerical optimization methods.
python machine-learning supervised-learning multilayer-perceptron mlp neural-network rbf-network ensemble-learning self-organizing-map som optimization gradient-descent bfgs linear-regression regression l-bfgs
Language:Python 6
munrocket / broyden-fletcher-goldfarb-shanno
Quasi-Newton local optimization method
optimization bfgs
Language:C++ 6
zoujx96 / adversarial_BFGS_TensorFlow
Adversarial example creation based on BFGS algorithm implemented under TensorFlow
adversarial tensorflow bfgs
Language:Python 6
bghojogh / LBFGS-Vector-Transport-Free
The code for vector transport free LBFGS quasi-Newton's optimization on the Riemannian manifolds
riemannian-optimization bfgs lbfgs manifold-optimization riemannian-manifold spd-manifold
Language:MATLAB 4
IOdissey / bfgs
This is a c++ implementation of the BFGS algorithm.
bfgs bfgs-algorithm optimization optimization-algorithms
Language:C++ 4
MagiFeeney / MagiOPT
A Unified Pytorch Optimizer for Numerical Optimization
augmented-lagrangian-method barzilai-borwein bfgs conjugate-gradient dfp fr gauss-newton lmf newton-method prp sr1 steepest-descent broyden dogleg inverse-barrier-method log-barrier-method penalty-method
Language:Python 4
ai-girl / optimization-algorithms
gradient-descent gradient-descent-algorithm linesearch newton-raphson secant-method dfp bfgs momentum nesterov-momentum adagrad bisection-method goldensectionsearch hooke-jeeves python numpy
Language:Jupyter Notebook 3
ajzenhamernikola / BFGS
My implementation of Broyden–Fletcher–Goldfarb–Shanno optimization algorithm.
bfgs python optimization
Language:Jupyter Notebook 3
cakirgokberk / Quasi-Newton-BFGS-Method
The BFGS Algorithm is studied.
quasi-newton optimization bfgs minimization quasi-newton-method matlab
Language:MATLAB 3
compops / qnmh-sysid2018
Constructing Metropolis-Hastings proposals using damped BFGS updates
metropolis-hastings system-identification particle-filter particle-metropolis-hastings bfgs
Language:Python 2
ftrifoglio / math-for-ml
Notes from Mathematics for Machine Learning and Data Science Specialization
bfgs calculus deeplearning-ai gradient-descent lagrange-multipliers linear-algebra mathematics-machine-learning neural-networks newtons-method pca svm
Language:Jupyter Notebook 2
Hguimaraes / unlp
[UFRJ - COS 360] Unrestricted Non-linear programming assignment at @ UFRJ
optimization-algorithms nonlinear-optimization gradient-descent bfgs
Language:C++ 2
onopkosonja / OptimizationMethods
Implementation of numerical optimization algorithms for logistic regression problem.
optimization optimization-algorithms gradient-descent newton hessian-free bfgs lbfgs adam linesearch stochastic-gradient-descent logistic-regression python
Language:Python 2
oselin / algorithm_development
Implementation, analysis and benchmarking of optimization algorithms. Developed in Python and results showed in Jupyter Notebook
bayesian-optimization benchmark bfgs latin-hypercube-sampling nelder-mead-algorithm particle-swarm-optimization response-surface-model sobol-sampling
Language:Jupyter Notebook 2
saneItchyHog / optimization_algorithms
Useful Optimization Algorithms
machine-learning optimization parameter-estimation bfgs lbfgs-algorithm wolfeline c
Language:C 2
Yihang-Li / MDS6106Project
bfgs sgd optimization optimization-algorithm svm
Language:Python 2
mrhashemi / Optimizers
Python implemntation of Conjugate Gradient method and Adam, and Broyden–Fletcher–Goldfarb–Shanno (BFGS) optimizers from scratch.
adam-optimizer bfgs numpy optimizer conjugate-gradient scipy
Language:Jupyter Notebook 1

bfgs

ceres-solver / ceres-solver

PatWie / CppNumericalSolvers

kthohr / optim

yuki-koyama / mathtoolbox

LLNL / hiop

clarkzinzow / Nonlinear-Optimization-Algorithms

PassByYou888 / zAnalysis

pbenner / autodiff

funnydman / BFGS-NelderMead-TrustRegion

dedupeio / pylbfgs

jchristopherson / nonlin

ypan1988 / roptim

mohamad-amin / UnconstrainedOptimization

kyleclo / tensorflow-mle

GillesBareilles / NonSmoothSolvers.jl

vktrbr / optimization_ml

fqhuy / minimind

ELC / interactive-optimization

jacobwilliams / lbfgsb

justinlovinger / optimal-py-learning

munrocket / broyden-fletcher-goldfarb-shanno

zoujx96 / adversarial_BFGS_TensorFlow

bghojogh / LBFGS-Vector-Transport-Free

IOdissey / bfgs

MagiFeeney / MagiOPT

ai-girl / optimization-algorithms

ajzenhamernikola / BFGS

cakirgokberk / Quasi-Newton-BFGS-Method

compops / qnmh-sysid2018

ftrifoglio / math-for-ml

Hguimaraes / unlp

onopkosonja / OptimizationMethods

oselin / algorithm_development

saneItchyHog / optimization_algorithms

Yihang-Li / MDS6106Project

mrhashemi / Optimizers