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Hitesh Vaidya's Projects

android-security icon android-security

This is a 3 staged project on security evaluation of Android Devices. This project consists of a system that evaluates a security score of android devices.

continualptncn icon continualptncn

We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning

den icon den

Lifelong Learning with Dynamically Expandable Networks

exact icon exact

EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM

football-league icon football-league

This is a simple python program for a Football League Management System. It uses sqlite and tkinter for managing database and UI.

foundation-of-computer-vision icon foundation-of-computer-vision

My coding assignments from the 'Foundations of Computer Vision' course at the Rochester Institute of Technology. Also, some additional fun programs related to computer vision.

guide-for-using-gephi icon guide-for-using-gephi

This is a guide for using Gephi software. It is used to analyse databases in the form of graphs. You can know more about gephi on this link - https://gephi.org/

hyperparameter_optimization icon hyperparameter_optimization

In this project we see how we can optimize or tune hyperparameters of a machine learning model using various techniques and libraries like GridSearch, RandomSearch etc.

introduction-to-cnn icon introduction-to-cnn

A gentle introduction to convolutional neural networks and some more information about machine learning.

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