convergence-analysis

There are 0 repository under convergence-analysis topic.

harsh306 / awesome-nn-optimization
Awesome list for Neural Network Optimization methods.
optimization neural-network deep-learning non-convex-optimization convex-optimization awesome-list awesome continuation bifurcation curriculum-learning loss-surface dynamical-systems generalization local-minima convergence-analysis
72
sibirbil / SMB
Stochastic gradient descent with model building
model-building deep-learning stochastic-gradient-descent machine-learning convergence-analysis second-order
Language:Python 26
VITA-Group / architecture_convergence
[Neurips 2022] "Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis" by Wuyang Chen*, Wei Huang*, Xinyu Gong, Boris Hanin, Zhangyang Wang
convergence-analysis neural-architectures ntk
Language:Python 6
ZO-AdaMM-vs-FO-AdaMM-convergence-and-minima-shape-comparison
EliaFantini / ZO-AdaMM-vs-FO-AdaMM-convergence-and-minima-shape-comparison
Implementation and comparison of zero order vs first order method on the AdaMM (aka AMSGrad) optimizer: analysis of convergence rates and minima shape
amsgrad cnn-filters convergence-analysis convergence-rate cosine-similarity deep-learning first-order-methods machine-learning optimization-algorithms optimizers python pytorch t-sne zero-order-methods first-order-adamm minima-analysis zero-order-adammm zo-sgd
Language:Jupyter Notebook 4
glider4 / computepac
A Python math package for numerical analysis: root finding, iterative solvers & other algorithms. Bisection, Newton, Euler, RK2, RK4, Adams-Bashforth-Moulton, etc. Uses Python, NumPy, SymPy, pytest.
mathematics computational bisection newton-raphson runge-kutta numerical analysis iterative schemes algorithm bisection-method convergence convergence-analysis differential-equations numerical-analysis python root-finding
Language:Python 4
HJHGJGHHG / Optimizer-papers
Worth-reading papers and related awesome resources on deep learning optimization algorithms. 值得一读的深度学习优化器论文与相关资源。
convergence-analysis loss-landscape optimization-algorithms
Language:Python 4
dreamchef / numerical-analysis-methods
Collection of methods for numerical analysis and scientific computing, including numerical root-finders, numerical integration, linear algebra, and data visualization. Created for APPM4600 at CU Boulder.
numerical-analysis numerical-analysis-algorithms numerical-analysis-methods numerical-methods scientific-computing bisection-method convergence-analysis convergence-rate numerical-solver optimization order-of-convergence root-finding root-finding-algorithms root-finding-methods newton-method newton-raphson newtons-method fixed-point-iteration fixed-point-method
Language:Jupyter Notebook 3
kavanase / VASP-ScriptsnStuff
Some VASP processing and convergence-testing shell scripts.
vasp scripts convergence-analysis vasp-calculations vasp-processing
Language:Jupyter Notebook 2
SandeepKundalwal / Network-System-Modelling-And-Analysis
[EE580: Network System - Modelling & Analysis] This repo contains all the assignment of EE580 offered at IIT Mandi by Dr.Sreelakshmi Manjunath during Fall Session 2023.
consensus-algorithm convergence-analysis ipynb java network-analysis network-programming
Language:Jupyter Notebook 2
ThanasisGiannakopoulos / model_CCE_CCM_public
Toy models for Cauchy-Characteristic Extraction (CCE) and Matching (CCM)
convergence-analysis general-relativity julia physics
Language:Jupyter Notebook 2
FirstHandScientist / AlphaBP
Alpha Belief Propagation
convergence-analysis detection graphical-models inference message-passing pyhon
Language:Python 1
jhlinplus / MultiLayerGGM
Official code repository for "Penalized MLE of multi-layer Gaussian Graphical Models"
convergence-analysis graphical-models high-dimensional-statistics lasso-regression optimization
Language:R 1
jinmang2 / Gachon_Research
Record of Gachon Convergence Research Assistant
barro catch-up convergence-analysis data-analysis dispersion experience-curve gamma-convergence panel-analysis scaling stata statistical-tests
Language:Jupyter Notebook 1
linkingmon / CNN-GAP
Special Project - CA classification (2019 Fall)
ecg-signal atrial-fibrillation cnn class-activation-maps convergence-analysis
Language:Python 1
z-sheb / aco-bin-packing
Implementation and evaluation of the Ant Colony Optimization algorithm on the bin-packing problem
aco ant-colony-optimization bin-packing-problem convergence-analysis fitness-function matplotlib-pyplot optimization-algorithms
Language:Jupyter Notebook 1
cristina-v-melnic / stokes-dg-figures
Analysis of simulation data obtained with the ParMooN finite element package.
convergence-analysis data-visualization numerical-methods
Language:Python 0
joelbengs / optimization_for_learning_with_pytorch
[Optimization algorithms] Study of the Proximal Gradient Method, Stochastic Gradient Descent method and Adam optimizer
adam-optimizer convergence-analysis neural-networks numpy proximal-gradient-descent proximal-gradient-method python pytorch sgd-optimizer
Language:Jupyter Notebook 0
ralenth / sampling
Bayesian inference tools, allowing to execute Gibbs sampling and run some diagnostics on results.
autocorrelation bayesian-network convergence-analysis gibbs-sampling python3
Language:Python 0
amatov / LineDetectionCombinatorial
combinatorial-optimization computer-vision hough-transform greedy-solution line-detection-algorithm classification-of-image-points introducing-a-priori-knowldge robust-to-low-snr position-tracking shape-detection estimating-piecewise-linear-models minimum-number-of-consistent-subsystems machine-learning np-hard-problem thermal-variant-perception-algorithm convergence-analysis relaxation-algorithms 3d-space projection-to-unit-cylinder temperature-annealing-scheme
Language:C++
bbopt / StoMADS
StoMADS algorithm for stochastic blackbox optimization
blackbox-optimization complexity-analysis convergence-analysis derivative-free-optimization direct-search matlab optimization probability statistics stochastic-optimization stochastic-processes
Language:MATLAB
machulsky61 / SOR-Method
This project investigates convergence for solving linear systems. It implements Jacobi and SOR methods, explores convergence, optimizes performance via ω, and analyzes spectral radius/determinant. It aims to enhance iterative method efficiency for linear systems.
convergence-analysis data-science iterative-methods jacobi linear-algebra matrix numerical-methods optimization python successive-over-relaxation
Language:Jupyter Notebook
Manolomon / differential-evolution
Differential Evolution Algorithm to minimize a function
evolutionary-algorithms differential-evolution bokeh convergence-analysis
Language:Jupyter Notebook
SaintAngeLs / matlab_functions
The repositoriy contatint the solution to some of the issue in the numerical analysis
convergence-analysis interpolation newton-method numerical-analysis-methods numerical-computation
Language:MATLAB

convergence-analysis

harsh306 / awesome-nn-optimization

sibirbil / SMB

VITA-Group / architecture_convergence

EliaFantini / ZO-AdaMM-vs-FO-AdaMM-convergence-and-minima-shape-comparison

glider4 / computepac

HJHGJGHHG / Optimizer-papers

dreamchef / numerical-analysis-methods

kavanase / VASP-ScriptsnStuff

SandeepKundalwal / Network-System-Modelling-And-Analysis

ThanasisGiannakopoulos / model_CCE_CCM_public

FirstHandScientist / AlphaBP

jhlinplus / MultiLayerGGM

jinmang2 / Gachon_Research

linkingmon / CNN-GAP

z-sheb / aco-bin-packing

cristina-v-melnic / stokes-dg-figures

joelbengs / optimization_for_learning_with_pytorch

ralenth / sampling

amatov / LineDetectionCombinatorial

bbopt / StoMADS

machulsky61 / SOR-Method

Manolomon / differential-evolution

SaintAngeLs / matlab_functions