Yash Pandey's repositories
Identification-of-fake-reviews
Fake review detection using machine learning and deep learning techniques such as CNNs, SOMs, K-means clustering, various supervised models and natural language processing tools such as Word2Vec & TFIDF, GloVe etc.
Hilbert-R-Tree-Implementation
Data structures & algorithms project for implementing the Hilbert R Tree data structure as present in the original research paper, focusing on the adding of elements and searching of elements along with a pre-order traversal of the tree.
Blockchain-Based-Fake-News-Detection-Network
This project develops a blockchain-based network for detecting fake news, leveraging NLP based ML model for assisting a consortium of auditors. The public part of the network enables anonymous participation for readers to access & submit news as transactions which are verified by auditors using a combination of PBFT & Proof of Stake consensus
Deep-Learning-A-Z
This repository contains my coursework from Deep Learning A-Z on Udemy by Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Ligency Team
AI-Disease-Prediction-System
Project for implementing a predictive model for medical diagnosis using supervised linear regression model, allowing certain improvements in the data munging process and experimentation with the feature selection process along with exploring other models
Algorthmic-Trading-Model-for-BTC-USD-Crypto-Market
Using a LSTM Deep Learning model to predict future market opening prices of BTC/USD using timesteps. Comprehensive backtesting illustrating Cumulative returns, average holding time, maximum loss and profit attained by the trading model. Risk management techniques for stop-loss orders and position sizing are also included.
Blog-Website
A website to dynamically add and read blogs using node, express with EJS and Bootstrap. Blogs stored in a MongoDB backend using Mongoose with node.
Calculator-Web-Application
Built a calculator using Express.js and Node.js with a locally hosted server and multiple post and get requests handled for addition and bmi calculation
Churn-Prediction-Neural-Network
Implemented an Artificial Neural Network to predict probability of churn of a customer using 2 hidden layers and a sigmoid activation function in the output layer.
Competitive-Coding
My solved problems on leetcode, codeforces, codechef etc. Code for the problems is majorly in python
CSF342-Computer-Architechture-Lab
Lab code for the Computer Architecture Verilog Modelling lab in my 5th Semester of college.
CSF363-Compiler-Construction-Project
This C-based compiler project focuses on Lexical and Syntax Analyzers for parsing a simplified language, featuring top-down table driven LL(1) parsing. It enables efficient token recognition and syntax analysis, with visual parse tree generation via a Python script and CI/CD integration.
CSF372-Operating-Systems-Tutorials
Code covering file & directory system calls, process system calls, threads etc. of CSF372 Operating Systems tutorials.
Dynamic-Clock
Created with CodeSandbox
ICO-Cryptocurrency-Smart-Contract
Repository for the combined project implementing a smart contract & cryptocurrency, as part of the course Blockchain A-Z On Udemy
ML-Salary-Prediction
A machine learning project with a streamlit GUI that predicts salaries of developers based on their education, years of coding experience, number of languages known etc. Multiple supervised learning models were trained and the best performing one is utilised for predictions.
NLP-Movie-Review-Classification
Project with text classification using TFIDF vectorisation and logistic regression, second with sentiment analysis using VADER in python for classification as positive/negative. Part of the course: NLP-Natural Language Processing with Python on Udemy by Jose Poritlla
PS-Allotment-System-Project
Repository for a Java-based project for simulating the practice school allotment system using multithreading for both students and administrator to participate in and conduct allotment rounds.
QR-Code-Generator
Built a QR Image generator using node and npm modules qr-image and initializer
React-App-1
Created with CodeSandbox
Recommender-System-DL
Building a movie recommender using Boltzmann Machines and AutoEncoders in python.
ToDo-List-Web-App
Dynamic web application to create multiple custom lists using Node.js, Express.js, EJS templating, Bootstrap and MongoDB used for database storage.
Verilog-Modelling
Code practicing verilog modelling from various resources on multiple topics
Wiki-API
Express.js web application that serves as a basic API. The application is built using Node.js and MongoDB for data storage. It provides endpoints to manage articles, including creating new articles, retrieving all articles, retrieving a specific article, updating an article, and deleting an article.