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1. persian-cs-docs persian-cs-docs Public

   High-quality Persian documentation for computer science topics. Community-driven and open-source.

   CSS

2. edge-web-attack-detection-centralized edge-web-attack-detection-centralized Public

   Machine Learning and Deep Learning Models for Web Attack Detection on the Edge-IIoTset Dataset. This repository explores and compares various classification architectures—including LightGBM, 1D-CNN…

   Jupyter Notebook

3. edge-web-attack-detection-federated edge-web-attack-detection-federated Public

   Federated Learning with 1D-CNN for Web Attack Detection on Edge-IIoTset using the Flower Framework. This project explores both IID and Non-IID data partitions to evaluate federated performance in d…

   Python

4. Auto-Regressive-Model-Fitting-with-Gradient-Descent Auto-Regressive-Model-Fitting-with-Gradient-Descent Public

   A time series analysis project focusing on fitting auto-regressive (AR) models using regular and stochastic gradient descent methods. The analysis involves estimating parameters, comparing gradient…

   Jupyter Notebook

5. Coin-Flipping-Simulation-Analysis Coin-Flipping-Simulation-Analysis Public

   A simulation experiment analyzing the behavior of fair coin flips to explore probability distributions, using a comparison with the Hoeffding bound. The study focuses on three selected coins over m…

   Jupyter Notebook

6. Handwritten-Digit-Recognition-with-Linear-and-Polynomial-Regression Handwritten-Digit-Recognition-with-Linear-and-Polynomial-Regression Public

   A project that tackles the handwritten digit recognition problem using intensity and symmetry as input variables. The goal is to classify digit 1 against all other digits using linear regression an…

   Jupyter Notebook