Amrutha Patil's repositories
AmruthaPatil
A Repository for my public profile ✨
AmruthaPatil.github.io
Portfolio
AWS-Exponentiation
Exponentiation with Amazon AWS
NYU-HPML-MRL
Final Project of NYU's High Performance Machine Learning Course
NYU-CUDAConvolution
Implementing convolution operations on an image using CUDA, exploiting different methodologies - basic, tiled, and cuDNN
NYU-CUDAUnifiedMemory
Utilization of CUDA Unified Memory to perform vector addition operations on CPU and GPU
NYU-CUDAMatrixOperations
Optimizing CUDA programs for vector addition and matrix multiplication
NYU-ChatBot
Creating simple chatbot using movie scripts from the Cornell Movie Dialogs Corpus based on the PyTorch Chatbot Tutorial.
NYU-DataloaderOptimization
Explore PyTorch Dataloader, profiling machine learning training workloads and optimizing system performance
NYU-MicroBenchmark
Investigates the performance of computing the dot product in C and Python, using various implementations and optimizations.
NYU-Backdoor-Attacks
This repository contains the implementation and results of the 'Backdoor Attacks'. It focuses on understanding and defending against backdoor attacks in machine learning models, a critical aspect of cybersecurity.
NYU-FightFakeNews
This project aims to identify trending news stories and tackle the challenge of fake news by applying sophisticated machine-learning techniques to the news articles dataset.
NYU-JustBreathe
This project implements a prototype of an embedded system that can determine if a person has stopped breathing for more than 10 seconds, triggering an alert. It is designed to address the need for real-time monitoring of infants to prevent Sudden Infant Death Syndrome (SIDS).
NYU-RV32ISimulator
This project simulates an RV32I processor in Python, focusing on understanding the fundamental operations and stages of instruction processing.
NYU-Systems-Engineering
This repository contains detailed analysis and a project related to various aspects of systems engineering.
Strengthening-Deep-Neural-Network-Defenses-Against-Data-Poisoning-and-Backdoor-Attacks
This project proposes a two-fold strategy combining Fine-Pruning and STRong Intentional Perturbation (STRIP) to address the susceptibility of DNNs to trojan attacks.
ModifiedResNet
Deep learning mini project
NYU-Deep-Learning
This repository contains the projects done as a part of New York University's course Deep Learning
oop-with-java
Repository for OOP with Java course - KLE Technological University
ml_lab_ecsc_306
LabExample