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1. Regularization-and-Robustness-Evaluation-Using-SHAP Regularization-and-Robustness-Evaluation-Using-SHAP Public

   This repository evaluates the impact of SHAP, DeepLIFT, and GradientSHAP-based regularization on the robustness of neural networks trained on the MNIST dataset.

   Jupyter Notebook

2. Captum-Attribution-Metrics-Analysis Captum-Attribution-Metrics-Analysis Public

   This repository contains a Python script that uses the Captum library to perform an initial analysis of various attribution methods on a ResNet18 model trained on the CIFAR-10 dataset. It evaluates…

   Jupyter Notebook

3. Question-Answering-on-PQuAD Question-Answering-on-PQuAD Public

   Fine-tuning the xlm-roberta-base model on the PQuAD dataset, designed for question answering in the Persian language. The project builds on Hugging Face's original notebook, adapting it to work wit…

   Jupyter Notebook

4. InformationRetrieval InformationRetrieval Public

   A sophisticated information retrieval system focused on news articles, featuring advanced document indexing, querying, and relevance ranking mechanisms. Implements TF-IDF weighting and vector space…

   Jupyter Notebook

5. Pacman Pacman Public

   An AI project implementing various search algorithms like A*, DFS, and BFS, as well as adversarial techniques such as Expectimax and Minimax, to optimize Pac-Man's navigation and decision-making wi…

   Python

6. FuzzySelfDrivingCarSimulator FuzzySelfDrivingCarSimulator Public

   A simulation project utilizing fuzzy logic to mimic decision-making processes in self-driving cars. The simulator is designed to manage various driving conditions, with a focus on optimizing fuzzy …

   Python