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GitHub topics: tikhonov-regularization

mdpetters/RegularizationTools.jl

A Julia package to perform Tikhonov regularization for small to moderate size problems.

Language: Julia - Size: 1.89 MB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 2

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).

Language: Fortran - Size: 4.42 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

TarasKanf/boundary-reconstruction

Boundary reconstruction in double-connected planar domains

Language: C# - Size: 550 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 40.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 3

anyuzx/Fredholm-Integral-Equation-Solver

Python solver for Fredholm integral equation of the first kind.

Language: Python - Size: 15.6 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

bhuvansun/primal-dual-optimization

Primal-Dual algorithm for smooth regularization of non-smooth optimization functions

Language: MATLAB - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

ejcanalesr/multicomponent-T2-toolbox

Non-parametric T2 relaxometry methods for myelin water quantification

Language: Python - Size: 756 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 4

sergeigribanov/ISRSolver

A set of utilities for obtaining a Born cross section using visible cross section data

Language: C++ - Size: 1.09 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

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.

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 15 - Forks: 8

matthieumeo/sphericov

Companion Jupyter notebook of the paper "Functional Estimation of Anisotropic Covariance and Autocovariance Operators on the Sphere"

Language: Jupyter Notebook - Size: 3.45 MB - Last synced at: 18 days ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

divasilevski/oscillations-of-the-rod

Прямая задача об установившихся продольных колебаниях стержня

Language: JavaScript - Size: 24.4 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

TarasKanf/integral-equation-tikhonov-regularization-on-R

Solving an integral equation with the Tikhonov regularization method

Language: TeX - Size: 7.58 MB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

Related Keywords
tikhonov-regularization 12 integral-equations 4 inverse-problems 3 ill-posed 3 ridge-regression 2 jupyter-notebook 2 regression 2 shooting-method 1 detection 1 numerical-methods 1 initial-state-radiation 1 hep 1 electron-positron 1 cross-section 1 condition-number 1 t2-relaxometry 1 relaxometry 1 regularized-nnls 1 non-negative-least-squares 1 myelin-water-imaging 1 myelin-water-fraction 1 myelin 1 multi-echo-t2 1 tikhonov 1 runge-kutta-methods 1 collocation-method 1 python3 1 nonparametric-regression 1 functional-data-analysis 1 covariance-kernel 1 teaching-materials 1 signal-processing 1 python-notebook 1 python 1 maximum-likelihood 1 machine-learning 1 lasso-regression 1 lasso 1 kalman-filter 1 hypothesis-testing 1 estimation-theory 1 estimation 1 regularization 1 positron-lifetime-spectra 1 positron-annihilation-lifetime 1 pals 1 nonnegativity-constraints 1 multi-exponential-decay 1 linear-algebraic-equations 1 lifetime-spectroscopy 1 laplace-inversion 1 fredholm-integral-equation 1 flm 1 exponential-distributions 1 exponential-decay 1 datareduction 1 contin 1 analysis 1 regularization-methods 1 mri-brain 1 distribution 1 primal-dual-algorithm 1 optimization-techniques 1 nesterov-accelerated-sgd 1 gradient-descent 1 gaussian-kernel 1 chambolle-pock 1 adam-optimizer 1 probability-distribution 1 fredholm 1 material-characterization 1 trigonometric-quadrature-method 1 single-layer-potential 1 green-s-function 1 double-connected-domains 1 boundary-reconstruction 1 boundary-integral-equations 1