Gnyanesh Bangaru's repositories

lenet-5-in-pytorch

Implementation of LeNet-5 over MNIST Dataset using PyTorch from Scratch, presenting an accuracy of ~99%

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loss-analysis-cka

This work is a analysis of representations acquired for standard, OOD and Biased data on numerous objective functions.

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fmml-2022

This repository includes all the lab based assignments and projects of the course - Foundation of Modern Machine Learning offered by IIIT-Hyderabad

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6.431x

Probability - The Science of Uncertainty and Data

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alexnet-transferlearning-from-scratch

Implementation of AlexNet through a Transfer Learning Approach over CIFAR-10 Dataset using PyTorch from Scratch, presenting an accuracy of ~87%

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MIT_18.6501x

Fundamentals of Statistics

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streamlined-attention-medical

This repo consists of pytorch execution of streamlined attention module for medical data

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