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rupak-paul's Projects

cab-hailing-app icon cab-hailing-app

Backend microservices of a cab hailing (similar to Ola, Uber, etc.) application using Spring Boot framework.

cli-text-editor icon cli-text-editor

A command line interface based test editor. Completely built on C++ from scratch.

cpp-stl icon cpp-stl

Demonstration of some of the most useful C++ STL containers and functions.

cs6910-assignment-2 icon cs6910-assignment-2

The goal of this assignment is twofold: (i) train a CNN model from scratch and learn how to tune the hyperparameters and visualize filters (ii) finetune a pre-trained model just as you would do in many real-world applications

cs6910-assignment-3 icon cs6910-assignment-3

The goal of this assignment is threefold: (i) Learning how to model sequence-to-sequence learning problems using RNN (ii) Comparing different cells such as vanilla RNN, LSTM and GRU (iii) Understanding how attention networks overcome the limitations of vanilla seq2seq models

cs6910_assignment1 icon cs6910_assignment1

Implementation of a feed forward neural network with backpropagation from scratch with various optimization varieties like stochastic, momentum based, mini batch, adam and nadam. The network is trained and tested on the Fashion-MNIST dataset with different combinations of parameters like #epochs, #neurons, #hidden-layers, activation function, etc.

gpu-accelerated-convolution icon gpu-accelerated-convolution

GPU Parallel algorithm to implement the convolution operation on a 2D matrix using a 2D filter. Various memory optimization such as memory coalescing, make use of Shared-Memory and Constant-Memory are used to gain maximum performance benefits.

random-typing icon random-typing

This application is useful for beginners to practice touch typing. Users can choose some set of characters before start typing, typing-text will contain only those characters.

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