mharish2797

Harish Mohan's repositories

Solr-News-Search-Engine

News Search Engine using Apache Solr, Tika and Lucene

Language:PHP000

Hierarchical-image-clustering

Clustering images into folders using Hierarchical clustering based on RGB data

Language:Python000

Wikifier-based-on-Wikipedia-concepts

Wikifier can be used mainly to annotate documents using relevant wikipedia concepts.

Language:Python200

GitCommands

A File containing a list of git commands

000

After the advent of convolutional and recurrent neural networks, the content based intelligent classification is being given high priority. But the biased feature learning by recurrent networks and window restricted feature learning by convolutional networks restrict the performance of these networks. In this project, three variants of deep learning based text classification system for combining the convolutional and recurrent networks in parallel manner that overcomes their individual limitations is proposed. We also propose a novel activation function Inverse Exponential Linear Unit (IELU) that allows the network to learn more features in comparison with traditional activation functions like Rectified Linear unit and Exponential Linear unit. The throughput of the system is analysed by considering a variety of datasets and performance metrics into consideration. It has been inferred that all the three parallel architectures have higher performance when compared with the existing classification systems. Also, our IELU performs better than the widely used activation functions in text classification application.

Language:PythonMIT200

Data-Mining-Algorithms

This repository contains Data Mining algorithm based applications.

Language:Python000

Song-Clustering-using-Locality-Sensitive-Hashing

Performed K-Medoids songs clustering using Locality sensitive hashing as the distance metrics. Employed Map-Reduce technique to process millions of songs and cluster them based on lyrics similarity. Gained insights regarding the relationship among song attributes like lyrics, genre, year released and artists.

Language:Python000

Product-Search-Web-Application-Ebay-API

Designed a Web Application for E-commerce through eBay APIs [Angular – frontend, Node.js - backend]

Language:TypeScript000

Product-Search-Android-application-Ebay-API

Android App for E-commerce through eBay APIs. Incorporated features like filtered search, auto-completion, animations, Google’s custom search, Facebook sharing.

Language:Java100

Car-routing-using-MDP-Reinforcement-Learning

A Car routing algorithm using Markov Decision processes like Value iteration and Policy iteration to avoid obstacle collisions.

Language:Python100

Resource-Allocation-using-Min-Max-algorithm-Adverserial-Search

Allocated resources to two contentious organisations based on a set of factors by mutating the Min-Max algorithm to maximise the utility value of the respective organisations

Language:Python000

Computation-Service-using-gRPC

Built a Computation service comprising of several micro services that communicated using gRPC APIs such as Unary, Server streaming, Client streaming, Bidirectional streaming. Leveraged features like Interceptors, SSL Security, Error Codes, gRPC Reflections and Deadlines in the service.

Language:Java000