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BSDA5002-Mathematical-Foundations-of-Generative-AI
BSDA5002-Mathematical-Foundations-of-Generative-AI PublicThis repository contains my ONGOING self-study implementations for BSDA5002: Mathematical Foundations of Generative AI @ IIT Madras, taught by Prof. Prathosh A P
Jupyter Notebook
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SkinGenBench
SkinGenBench PublicSkinGenBench: Generative Model and Preprocessing Effects for Synthetic Dermoscopic Augmentation in Melanoma Diagnosis
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llama-llm-from-scratch
llama-llm-from-scratch PublicEducational, from-scratch implementation of a LLaMA-style LLM using PyTorch to explore Transformer architecture fundamentals.
Jupyter Notebook 5
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pytorch-classification-extended
pytorch-classification-extended PublicPyTorch image classification on ImageNet/CIFAR-100. Supports ResNet, VGG, ViT, EfficientNet, ConvNeXt, & more. Includes Grad-CAM.
Python 1
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