apoorva-sin Goto Github PK

alexnet-implementation

An implementation of the revolutionary paper ImageNet Classification with Deep Convolutional Neural Networks by Alex Krizhevsky, Ilya Sutskever and Geoffrey E. Hinton in PyTorch.

automatic-equation-solver

A seq2seq model with attention mechanism that takes simple expressions as input and generates the resultant equation and corresponding answer as the output.

books-database-mern-stack

A Books Database created using Node.JS, React, MongoDB and Express.JS.

canada-healthcare-database-analysis

Conducted a comprehensive analysis of Canada's healthcare dataset (2018-2022), utilizing MySQL to work with multiple interconnected tables and schemas efficiently.

cifar-10-classifier

A convolutional neural network classifier for the CIFAR-10 dataset.

css-basic

A pretty little CSS based website.

daily-expense-tracker

An expense tracker created using React.JS. User can add new expenses, filter expenses by year and display all expenses incurred till now. Finished with a beautiful blue UI.

deep-convolutional-generative-adversarial-network-implementation

Keras implementation of the paper Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks by Alec Radford, Luke Metz, Soumith Chintala

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

employee-management-portal

An employee management portal created using Angular, Django and SQLite.

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

feather-n-ink-text-editor

A full fledged clean and simple text editor created using Java.

game-of-thrones-text-generator

A LSTM based character level generator that generates text based on the novel A Game Of Thrones.

guess-the-number

A web application game created using HTML, CSS and JavaScript that lets the user play a number guessing game.

handwritten-digits-classifier

A Handwritten Digits classifier using a neural net with 2 hidden layers. The images are taken from the MNIST dataset, with output labels ranging from 0-9.

hate-speech-classifier

A machine learning model created as the final project for a training internship by Corporate Gurukul at the National University of Singapore. It classifies a dataset of 24000 tweets into one of three categories - Hateful, Offensive or Clean through the use of different algorithms.

just-a-tweet

An imitation of a tweet created using pure HTML5 and CSS3.

lirec-the-license-plate-recognition-app

A fully functional app deployed on Heroku that takes in an input image and detects and recognizes the license plate in it. Created using PyTorch and the Scikit-Image library.

mnist-handwritten-digits-classifier

CNN that classifies the popular MNIST dataset with a high accuracy of >=99.4%.

myntra-eda

Conducted a comprehensive analysis of Myntra's dataset by leveraging Python libraries for web scraping and data analysis.

myntra-interactive-excel-dashboard

An interactive dashboard analyzing trends from the popular shopping app Myntra, created in Microsoft Excel .

opencv-starfield

A star field simulation created for as a personal project using OpenCV and C++.

pulsar-star-prediction

Classifier to predict whether given entity is a pulsar star based on several features.

recoo---the-recommendation-app

A pretty little Bootstrap based website.

stylize

An implementation of the paper Style Transfer Using Convolutional Neural Networks using the VGG19 model to combine the content and style of two seperate images and create a brand new piece of art.

summer

summer-the-chatbot

A chatbot called Summer created using the PyTorch implementing the encoder decoder architecture with attention mechanism.

svm-linear-rbf-

Trying out different Support Vector Machine kernels

swiggy-database-design-plus-interactive-dashboard

Designed a comprehensive database schema for Swiggy, a leading food delivery platform, and implemented it using MySQL. Furhter created an interactive dashboard using Power BI to visualize important metrics and KPIs.

tinder-clone

A tinder clone created using the MongoDB, Express, React, Node.js and Mongoose.