Monjoy Narayan Choudhury 's Projects
CLI based banking management system made using system calls
Codebase for our observations on applying Bayesian Optimisation principle on the sampling stage of training VAEs to improve quality of generation.
Generate digits of π up to any given precision (number of decimal digits after the decimal point). Your implementation must be limited, in principle, only by the hardware (speed and memory) on which your code is running
CLI based CD rental shop made using JDBC and MySQL
This repository contains exploration of various CNN based medium architectures for CIFAR 10 with various activation function, Transfer learning using CNN as a feature extractor on Caltech 101 and lastly Yolo v5+ MOT using SORT and DeepSORT to create a car counter for traffic monitoring
Content based filtering based demonstrated by building a movie recommender system where a user enters a plot they want to watch and movies are suggested accordingly
Contains deliverables for work given in the NoSQL course which includes Postgres, Hadoop Map Reduce, Pig
This is a toy implementation of a Deep Q Network for the Cartpole problem available in Gymnasium using Pytorch.
Calculator Demo program to highlight use of DevOps Tools
A NLP pipeline for Parts of Speech tagging and indexing a document using TF-IDF and Apache Hadoop
Image Captioning task on flickr8k using a CNN - LSTM network.
A GUI based data ingestion platform built on MERN Stack that allows user to define their own schema via the UI and run simple queries without knowledge of any MongoDB queries
IIITB Mess management applicaiton
This is a time series based analysis and forecasting on detecting global warming in metro cities of India using Google Earth Engine and Tensorflow.
Visualizing the A Song of Ice and Fire Dataset using Node Link Visualization in Gephi
This is the Codebase for HealthPlus - an end to end hospital workflow app especially for busy doctors which aims to leverage tablets.
A course recommendation system based on K Means Clustering and SVD along with comparisions with user based collaborative filtering on a dataset of IIITB students. Given the ratings of core subjects by students, we give the top 5 subjects to take as an elective
End to End job recommender system web application
Code related to work on - Reinforcement Learning from Human Feedback as an Alternative to Create Domain Expert A Case Study on Medical LLMs
Implementing a sorting in MIPS assembly
Config files for my GitHub profile.
Visualizing the OSCAT wind dataset for a certain quater to draw insights about change in ocean currents over a certain region