Megha-Bose/Markov-Decision-Process

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Created over 3 years ago
Updated over 3 years ago

Megha-Bose/Markov-Decision-Process

Megha-Bose

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Computing optimal MDP policy using Value Iteration Algorithm and Linear Programming

JobsPlanet-MERN-App

Job Portal (Publishing job offers, job search, and supporting the recruitment process including rejection, shortlisting, accepting, and rating) made using MERN stack. Link to ss:

Automata-Theory-Conversions

Conversions covered: regex to NFA, NFA to DFA, DFA to regex. Minimizing DFA.

Home-Energy-Management

Home energy multi-agent recommender framework with demand response and power limit consideration.

Jupyter Notebook

Optimization-Methods

Python implementations of Simplex Method, Branch and Bound, Gomory's Cutting Plane Method, Iterative: Steepest Gradient Descent, Newton's Method

Disease-NER

Given a medical diagnosis, identifying medical conditions within the text through named entity linking and mapping them to standardized medical encodings using BERT based models. Task: https://temu.bsc.es/distemist/

Jupyter Notebook

WebAppMTD

Contains Code for the Papers "Moving Target Defense under Uncertainty for Web Applications" and "Learning Effective Strategies for Moving Target Defense with Switching Costs" written by Vignesh Viswanathan, Megha Bose and Praveen Paruchuri.

Hindi-Pseudoword-Validation

Validating Deep Learning generated Hindi Pseudowords

Jupyter Notebook

Linux-C-Shell

Linux Shell made in C.

ML-Algorithms

Basic implementations of frequently used ML concepts and algorithms - CNN, PCA, t-SNE, DT, RF, KNN, SVM, LR, RNN, LSTM.

Jupyter Notebook

Partially-Observable-MDP

Solving Partially Observable MDP (POMDP) problems

Plasma-Bank-MySQL-CLI

CLI in Python3 using PyMySQL to manage a blood plasma bank.

Brick-Breaker-Game

Simulator of classic brick breaker implemented with OOPs concepts in Python

Information-Security

Code for Principles of Information Security assignment

Genetic-Algorithm

Given an overfit model, used genetic algorithm to get suitable weight vectors by reducing overfitting (done as Machine, Data and Learning course project)

Luko

A simple one-page WebVR Scene using the AFrame JavaScript framework.

My-Website

Website made using HTML,CSS and Javascript made as an assignment for the UG1 2nd Semester ISS Course at IIIT Hyderabad.

Linear-Programming

My notes on Linear Programming

AmongUs-Maze

2D maze game built with OpenGL

Megha-Bose.github.io

Portfolio Website

The-Lost-Pirates-game

A two-player river crossing game made using Pygame.

Megha-Bose

Just a simple hi!

Sky-Shooter-WebGL

3D shooter game made using WebGL and three.js

Chess-AI-MCTS

Chess AI implementation using Monte Carlo Tree Search. Link to ss below:

Django-blog

Basic multiple user blog app made using Django.

Socket-Programming

Downloading files from server to client using socket programming in C.

Wiki-Search-Engine

Creating an inverted index from Wikipedia dump and using TF-IDF score to retrieve relevant documents for search queries.

Concurrency-OS

Merge sort (normal, using processes, using multithreading), simulations of real-life scenarios (vaccination, music fest) in C language using multithreading.

Music-Popularity-Analysis

Extracting and analyzing acoustic and lyrical features of popular music on Spotify and study their relationship with their performance in terms of number of weekly plays.

Jupyter Notebook

Distributed-Systems

Code for Distributed Systems course assignments