stochastic-gradient-descent
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Implementation of basic ML algorithms from scratch in python...
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Feb 26, 2021 - Jupyter Notebook
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…
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Dec 16, 2022 - Jupyter Notebook
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
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May 11, 2023 - MATLAB
Machine learning algorithms in Dart programming language
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Sep 7, 2024 - Dart
Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)
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Dec 14, 2024 - Python
Classifying the Blur and Clear Images
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Oct 3, 2023 - Python
Riemannian stochastic optimization algorithms: Version 1.0.3
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Jan 5, 2023 - MATLAB
Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.
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Jun 21, 2018 - Jupyter Notebook
Matlab implementation of the Adam stochastic gradient descent optimisation algorithm
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Feb 22, 2017 - MATLAB
Easy-to-use linear and non-linear solver
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Feb 3, 2025 - C++
Exploiting Explainable Metrics for Augmented SGD [CVPR2022]
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Apr 3, 2022 - Python
Python implementation of stochastic sub-gradient descent algorithm for SVM from scratch
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Jun 15, 2020 - Python
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
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Jan 13, 2023 - MATLAB
AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)
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Sep 16, 2018 - MATLAB
Tensorflow implementation of preconditioned stochastic gradient descent
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Nov 23, 2023 - Python
XCSF learning classifier system: rule-based online evolutionary machine learning
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Mar 17, 2025 - C
Stochastic gradient descent with model building
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Feb 15, 2023 - Python
[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
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Mar 23, 2019 - Python
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.
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Apr 21, 2022 - Java
SVM with Learning Using Privileged Information (LUPI) framework
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Nov 16, 2018 - Python
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