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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 1

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 1

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 1