Aditya's repositories
chatgpt-chatbot
This repository will guide you to create ChatGPT like chatbot using OpenAI's GPT 3.5 model
Customer-Management-System
It is a Fullstack application for managing customers which used APIs to perform tasks. It is built using Mongodb,React, Express and Nodejs. It performs all the CRUD operations. I have used axios package manager to interact with the APIs
DakshRecruitmentWebsite
https://adityathedev.github.io/DakshRecruitmentWebsite/
Data-preprocessing-in-NLP
A text has undergone the following preprocessing, Convert to lowercase, removing numbers, removing punctuations, removing whitespaces, removing stopwords, stemming and lemmatization
FileTransferUsingQR
This was my computer networks project. File transfer from PC to smartphone using QR on the same network
LoginPageUsingNodeJS
This is my first backend project tried creating a login page using Nodejs. Used HTML to create a pages index, login and register. Used Array DataStructure to store the information of the users. Created Express Server for server side app. Used the following NPM libraries express, bcrypt, passport, express-session, express-flash and method-override
LyricsGenerator
A simple Lyrics generator using HTML, CSS and JavaScript. This web app uses an API and fetches the results from the API.
MemeGenerator
This is a meme generator which generates memes using the Reddit API. I have used HTML, CSS and JavaScript to build this project.
Multi-Layer-Perceptron-to-classify-surnames-to-their-country-of-origin
Multi-Layer Perceptron to classify surnames to their country of origin. I have used MLP Classifier class from sklearn library.
nano-demo-calculator-app
Demo app to test and get used to the demo envrionment
NLP-HMM-Forward-Backward-Algorithm
Hidden Markov Model Forward and backward procedure algorithm to find the probabilities of the observed sequence,
NLP-Hypothesis-Testing
Checks whether two words are associated or collacated
NLP-LSTM-text-generator-to-generate-next-N-words
LSTM text generator to generate next N-words trained on a small corpus
NLP-PCFG-Implementation-Inside-probability
Implementation of Probabilistic Context Free Grammar (PCFG) and the inside probability of a word sequence using the CYK algorithm
NLP-Viterbi-Algorithm-to-find-the-best-POS-tagging
VIterbi algorithm is implemented to find the best part of speech tagging(which is hidden state sequence) for the sentence
NLP-WordSenseDisambiguation
Finding the sense of the sentence/corpus which is similar to naive bayes
Student-Management-System
Used HTML and PHP to create this simple CRUD application.