harsh306/awesome-nn-optimization

Awesome list for Neural Network Optimization methods.

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sibirbil/SMB

Stochastic gradient descent with model building

Language: Python - Size: 2.55 MB - Last synced at: 8 months ago - Pushed at: about 2 years ago - Stars: 26 - Forks: 3

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

Language: Python - Size: 543 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

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.

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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。

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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.

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kisnikser/landscape-hessian

Official implementation of "Unraveling the Hessian: A Key to Smooth Convergence in Loss Function Landscapes"

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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.

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kavanase/VASP-ScriptsnStuff

Some VASP processing and convergence-testing shell scripts.

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jhlinplus/MultiLayerGGM

Official code repository for "Penalized MLE of multi-layer Gaussian Graphical models"

Language: R - Size: 35.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 2

ThanasisGiannakopoulos/model_CCE_CCM_public

Toy models for Cauchy-Characteristic Extraction (CCE) and Matching (CCM)

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linkingmon/CNN-GAP

Special Project - CA classification (2019 Fall)

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FirstHandScientist/AlphaBP

Alpha Belief Propagation

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jinmang2/Gachon_Research

Record of Gachon Convergence Research Assistant

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amatov/LineDetectionCombinatorial

Language: C++ - Size: 633 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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.

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joelbengs/optimization_for_learning_with_pytorch

[Optimization algorithms] Study of the Proximal Gradient Method, Stochastic Gradient Descent method and Adam optimizer

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z-sheb/aco-bin-packing

Implementation and evaluation of the Ant Colony Optimization algorithm on the bin-packing problem

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cristina-v-melnic/stokes-dg-figures

Analysis of simulation data obtained with the ParMooN finite element package.

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EliaFantini/ZO-AdaMM-vs-FO-AdaMM-convergence-and-minima-shape-comparison Fork of OptML-KEC/optml-mini-project

Implementation and comparison of zero order vs first order method on the AdaMM (aka AMSGrad) optimizer: analysis of convergence rates and minima shape

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bbopt/StoMADS

StoMADS algorithm for stochastic blackbox optimization

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Manolomon/differential-evolution

Differential Evolution Algorithm to minimize a function

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