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Abdelkrim El Mouatasim's Projects

image-regularization icon image-regularization

Code source of paper : "Control Proximal Gradient Algorithm for Image ℓ 1 Regularization", March 2019, Journal of Signal Image and Video Processing, DOI: 10.1007/s11760-019-01453-0. By Abdelkrim El Mouatasim

nn-fgd icon nn-fgd

Python code of paper: Fast Gradient Descent Algorithm for Image Classification with Neural Networks, SIVP Journal, 2020.

quran-regression icon quran-regression

Dataset and codes of paper: Simple and Multi Linear Regression Model of Verbs in Quran. American Journal of Computational Mathematics, 2018, 8, 68-77. By Abdelkrim El Mouatasim

quranic-dataset-v1 icon quranic-dataset-v1

Abdelkrim El Mouatasim. Simple and Multi Linear Regression Model of Verbs in Quran. American Journal of Computational Mathematics, Vol.8 No.1, March 2018

reduced-gradient-algorithm icon reduced-gradient-algorithm

Matlab Code of paper: "Implementation of reduced gradient with bisection algorithms for non-convex optimization problem via stochastic perturbation"

regression-pv icon regression-pv

Dataset and code of paper "Regression analysis of a photovoltaic (PV) system in FPO", AIP Conference Proceedings 2056, 020008 (2018); doi: 10.1063/1.5084981

spsa icon spsa

The pytorch implementation of paper: Stochastic Perturbation of Subgradient Algorithm for Nonconvex Deep Neural Networks

wordembeding-in-quran- icon wordembeding-in-quran-

Matlab code of chapter: Topics Classification of Arabic Text in Quran by Using Matlab. ICBDSDE 2018, SBD 53, pp. 333–341, 2019.

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