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ARUN KUNNUMPURAM THOMAS's Projects

android-mobile-application-development icon android-mobile-application-development

This repository contains the Android apps from basics to Advanced level. It includes intents, Fragments, ListView, RecyclerView, AsyncTask, OkHTTP, ThreadPool, XML Parser, JSON Parser, SQLite, Firebase, Google Authentication , Google Maps API, GPS

assetmonitoringapplication icon assetmonitoringapplication

Asset monitoring application using Tokbox WebRTC platform which supports video recording, subscribing, publishing and chatting

bank-marketing--neural-networks icon bank-marketing--neural-networks

Predicted whether the client will subscribe a term deposit from a direct marketing campaigns (phone calls) of a Portuguese banking institution by implementing the Neural Network

bank-marketing-classification icon bank-marketing-classification

Predicted whether the client will subscribe a term deposit from a direct marketing campaigns (phone calls) of a Portuguese banking institution by implementing the algorithms like Pocket algorithm, LDA, QDA and Logistic regression

bankmarketing-deeplearning icon bankmarketing-deeplearning

Predicted whether the client will subscribe a term deposit from a direct marketing campaigns (phone calls) of a Portuguese banking institution by implementing the Deep feed forward, deep convolutional network and Auto encoder using tensorflow.

bikesharingdataset-linearregression icon bikesharingdataset-linearregression

Linear regression model on the bike data set which contains the hourly count of rental bikes between years 2011 and 2012 in Capital bikeshare system with the corresponding weather and seasonal information. I have used Least square method (batch training)and least mean square method (Online training) to build the linear model.

color-guessing-game icon color-guessing-game

This repository contains a small color guessing game based on the RGB value. Good one to learn HTML,CSS and JavaScript

lzwalgorithm icon lzwalgorithm

This repository contains the implementation of LZW Encoder and Decoder compressor algorithm

query_search_using_tf-idf icon query_search_using_tf-idf

This repository contains the TF-IDF score calculation for the documents in the Canterbury dataset for a user given search query

recipefinder icon recipefinder

Recipe finder web application using Golang, HTML, CSS, JQuery

recurringtransactionsfinder icon recurringtransactionsfinder

This projects contains the API to create transactions and retrieve recurrent transactions. I built the API using NodeJS express and mongoDB. Used mongoose as ORM

reinforcement-learning icon reinforcement-learning

I am trying to solve the Maze and BlackJack Game using Reinforcement Learning. In this assignment I will create One Maze Reinforcement Agent for a given maze environment and BlackJack agent for Black Jack game. For training the Reinforcement learning I am using SARSA and Q-Learning algorithms.Ultimate aim for this assignment to find the correct parameters for alpha, gamma,maxiter,maxstep,epsilon which is using for the training of Reinforcement agent.

shortest-path-in-a-network icon shortest-path-in-a-network

This repository contains the implementation of Dijkstra algorithm using min binary heap and finding reachable nodes and shortest distance in a given network

yelpcamp icon yelpcamp

This repository contains a Camp finder website where user can post new campgrounds, add commnets etc. This is built usinng NodeJS, Express, EJS, MongoDB and authentications are handled using passport.js https://arcane-woodland-32419.herokuapp.com/

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