tikhonov-regularization

There are 0 repository under tikhonov-regularization topic.

docnok / detection-estimation-learning
Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.
detection estimation estimation-theory hypothesis-testing jupyter-notebook kalman-filter lasso lasso-regression machine-learning maximum-likelihood python python-notebook regression ridge-regression signal-processing teaching-materials tikhonov-regularization
Language:Jupyter Notebook 21
mdpetters / RegularizationTools.jl
A Julia package to perform Tikhonov regularization for small to moderate size problems.
regularization-methods tikhonov-regularization ridge-regression inverse-problems
Language:Julia 11
ejcanalesr / multicomponent-T2-toolbox
Non-parametric T2 relaxometry methods for myelin water quantification
myelin-water-fraction t2-relaxometry regularized-nnls multi-echo-t2 distribution myelin-water-imaging myelin non-negative-least-squares mri-brain relaxometry tikhonov-regularization
Language:Python 6
ilt
nocliper / ilt
:microscope: Numerical routines to inverse the Laplace Transform for semiconductor Deep Level Transient Spectroscopy. To cite: Vasilev, A. (2024). Numerical Inverse Laplace Transform for Deep-Level Transient Spectroscopy. https://doi.org/10.5281/zenodo.10462383
regression ill-posed tikhonov-regularization material-characterization
Language:Jupyter Notebook 6
dpscience / DCONTINPALS
pyDCONTINPALS - A Python program for running the historical FORTRAN code CONTIN-PALS which solves Fredholm integral equations with convoluted exponential decays as kernels of the type that occur in the analysis of Positron Annihilation Lifetime Spectra (PALS).
analysis contin datareduction exponential-decay exponential-distributions flm fredholm-integral-equation ill-posed inverse-problems laplace-inversion lifetime-spectroscopy linear-algebraic-equations multi-exponential-decay nonnegativity-constraints pals positron-annihilation-lifetime positron-lifetime-spectra regularization tikhonov tikhonov-regularization
Language:Fortran 3
anyuzx / Fredholm-Integral-Equation-Solver
Python solver for Fredholm integral equation of the first kind.
integral-equations fredholm tikhonov-regularization probability-distribution
Language:Python 2
bhuvansun / primal-dual-optimization
Primal-Dual algorithm for smooth regularization of non-smooth optimization functions
chambolle-pock gaussian-kernel optimization-techniques primal-dual-algorithm tikhonov-regularization adam-optimizer gradient-descent nesterov-accelerated-sgd
Language:MATLAB 2
sergeigribanov / ISRSolver
A set of utilities for obtaining a Born cross section using visible cross section data
cross-section electron-positron ill-posed initial-state-radiation hep condition-number tikhonov-regularization integral-equations inverse-problems numerical-methods
Language:C++ 2
divasilevski / oscillations-of-the-rod
Прямая задача об установившихся продольных колебаниях стержня
tikhonov-regularization runge-kutta-methods shooting-method collocation-method
Language:JavaScript 1
matthieumeo / sphericov
Companion Jupyter notebook of the paper "Functional Estimation of Anisotropic Covariance and Autocovariance Operators on the Sphere"
covariance-kernel functional-data-analysis jupyter-notebook nonparametric-regression python3 tikhonov-regularization
Language:Jupyter Notebook 1
sathvikyesprabhu / ece2-hw
blue dct evd fourier-transform haar-wavelets jpeg-image-compression pseudo-inverse riesz splines svd tikhonov-regularization truncated-svd wavelet-transform
Language:Jupyter Notebook 1
TarasKanf / boundary-reconstruction
Boundary reconstruction in double-connected planar domains
tikhonov-regularization double-connected-domains boundary-reconstruction boundary-integral-equations single-layer-potential trigonometric-quadrature-method green-s-function integral-equations
Language:C# 0
TarasKanf / integral-equation-tikhonov-regularization-on-R
Solving an integral equation with the Tikhonov regularization method
tikhonov-regularization integral-equations
Language:TeX 0