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stochastic-gradient-descent

Here are 417 public repositories matching this topic...

Suji04 / ML_from_Scratch

Implementation of basic ML algorithms from scratch in python...

python linear-regression logistic-regression gradient-descent decision-tree-classifier youtube-channel stochastic-gradient-descent decision-tree-regression k-means-clustering knn-algorithm

Updated Feb 26, 2021
Jupyter Notebook

machine-learning

je-suis-tm / machine-learning

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, F…

Updated Dec 16, 2022
Jupyter Notebook

hiroyuki-kasai / SGDLibrary

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

Updated May 11, 2023
MATLAB

gyrdym / ml_algo

Machine learning algorithms in Dart programming language

Updated Apr 27, 2025
Dart

lixilinx / psgd_torch

Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)

deep-learning pytorch lie-groups optimization-algorithms stochastic-gradient-descent preconditioner low-rank-approximation kronecker-factored-approximation second-order-optimization affine-group hessian-vector-product

Updated May 27, 2025
Python

aditya9211 / Blur-and-Clear-Classification

Classifying the Blur and Clear Images

Updated Oct 3, 2023
Python

hiroyuki-kasai / RSOpt

Riemannian stochastic optimization algorithms: Version 1.0.3

machine-learning big-data optimization machine-learning-algorithms constrained-optimization sgd manifold nonlinear-optimization optimization-algorithms large-scale-learning online-learning stochastic-optimizers variance-reduction stochastic-gradient-descent nonlinear-optimization-algorithms stochastic-optimization riemannian-manifold riemannian-optimization non-convex-optimization

Updated Jan 5, 2023
MATLAB

DylanMuir / fmin_adam

Matlab implementation of the Adam stochastic gradient descent optimisation algorithm

optimization matlab gradient-descent optimization-algorithms stochastic-gradient-descent

Updated Feb 22, 2017
MATLAB

mynkpl1998 / Deep-Learning-Optimization-Algorithms

Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.

deep-learning python3 pytorch adadelta optimization-algorithms convex-optimization stochastic-gradient-descent saddlepoint-approximation adamoptimizer non-convex-optimization

Updated Jun 21, 2018
Jupyter Notebook

polyfem / polysolve

Easy-to-use linear and non-linear solver

wrapper newton cpp eigen pardiso suitesparse solvers nonlinear-optimization adam stochastic-gradient-descent linear-solvers linesearch hypre iterative-solvers amgcl lbfgs-optimizer

Updated Apr 24, 2025
C++

mahdihosseini / RMSGD

Exploiting Explainable Metrics for Augmented SGD [CVPR2022]

deep-learning pytorch convolutional-neural-networks stochastic-gradient-descent

Updated Apr 3, 2022
Python

hiroyuki-kasai / OLSTEC

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

machine-learning machine-learning-algorithms matrix-factorization tensor online-learning background-subtraction matrix-completion tensor-decomposition subspace-learning low-rank-factorization gradient-descent-algorithm stochastic-gradient-descent cp-decomposition large tensor-cp-decomposition grasta grouse petrels sequential-data-analysis

Updated Jan 13, 2023
MATLAB

qandeelabbassi / python-svm-sgd

Python implementation of stochastic sub-gradient descent algorithm for SVM from scratch

python machine-learning numpy pandas support-vector-machines stochastic-gradient-descent

Updated Jun 15, 2020
Python

ChunyuanLI / pSGLD

AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)

mcmc stochastic-gradient-descent preconditioner sampling-methods

Updated Sep 16, 2018
MATLAB

lixilinx / psgd_tf

Tensorflow implementation of preconditioned stochastic gradient descent

deep-learning tensorflow lie-groups optimization-algorithms stochastic-gradient-descent preconditioner low-rank-approximation second-order-optimization affine-group hessian-vector-product

Updated Nov 23, 2023
Python

xcsf-dev / xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

machine-learning reinforcement-learning neuroevolution artificial-intelligence least-squares genetic-programming neural-networks supervised-learning evolutionary-algorithms unsupervised-learning online-learning learning-classifier-systems stochastic-gradient-descent divide-and-conquer rule-based xcs rule-learning xcsf

Updated May 26, 2025
C

sibirbil / SMB

Stochastic gradient descent with model building

machine-learning deep-learning second-order stochastic-gradient-descent model-building convergence-analysis

Updated Feb 15, 2023
Python

harshraj11584 / Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder

[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

Updated Mar 23, 2019
Python

evarae / CNN_Tutorial

Hi! Thanks for checking out my tutorial where I walk you through the process of coding a convolutional neural network in java from scratch. After building a network for a university assignment, I decided to create a tutorial to (hopefully) help others do the same and improve my own understanding of neural networks.

java machine-learning tutorial ai neural-network machine-learning-algorithms artificial-intelligence mnist neural-networks convolutional-layers mnist-classification mnist-dataset image-classification image-recognition convolution convolutional-neural-networks convolutional-neural-network maxpooling stochastic-gradient-descent

Updated Apr 21, 2022
Java

wajidarshad / LUPI-SVM

SVM with Learning Using Privileged Information (LUPI) framework

machine-learning svm artificial-intelligence pattern-recognition proteomics protein-protein-interaction stochastic-gradient-descent lupi pegasos

Updated Nov 16, 2018
Python

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