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1. Building-and-Training-a-Simple-Neural-Network-in-PyTorch Building-and-Training-a-Simple-Neural-Network-in-PyTorch Public

   This project demonstrates the fundamental concepts of neural networks, including feedforward propagation, backpropagation, and optimization techniques. It utilizes PyTorch to build and train a simp…

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2. Build-a-Vanilla-GAN-on-MNIST-datasete-using-PyTorch Build-a-Vanilla-GAN-on-MNIST-datasete-using-PyTorch Public

   This repository implements a Vanilla Generative Adversarial Network (GAN) to generate handwritten digits using the MNIST dataset

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3. nslkdd-robust-ids nslkdd-robust-ids Public

   Intrusion Detection System (IDS) using PyTorch and NSL-KDD dataset with adversarial robustness via the Adversarial Robustness Toolbox (ART). Includes FGSM attack evaluation.

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4. fraud-detection-random-forest fraud-detection-random-forest Public

   📝Credit card fraud detection using Random Forest with full EDA, preprocessing, evaluation, and visualizations. Based on Kaggle ULB dataset.

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5. gpt2-mini-implementation gpt2-mini-implementation Public

   🧸 TinyStories Transformer — A lightweight 4-layer GPT-style model trained on the TinyStories dataset to generate coherent children’s stories. Ideal for educational AI and exploring compact language…

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6. Heart-Rate-Estimation-from-PPG-using-Vision-Transformer Heart-Rate-Estimation-from-PPG-using-Vision-Transformer Public

   AI model for accurate heart rate estimation from PPG signals

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