srishti-bhat Goto Github PK

big-data-info-retrieval-2.0

Batch text search and filtering pipeline that takes in a large set of text documents and a set of user defined queries, then for each query, text documents are ranked by relevance for that query. The top 10 documents for each query are returned as output. Each document and query is processed to remove stopwords and stemming is applied. Documents are scored using the DPH ranking model.

big-data-information-retrieval

Batch text search and filtering pipeline that takes in a large set of text documents and a set of user defined queries, then for each query, text documents are ranked by relevance for that query. The top 10 documents for each query are returned as output. Each document and query is processed to remove stopwords and stemming is applied. Documents are scored using the DPH ranking model.

bike-share

A web application that allows users to rent bikes. The system is built using Django Framework

information-visualisation

Developed two data visualisation systems, to conduct an experiment that tests which kind of data representation is better suited for representation of certain data types and analysed which visualisation system performed better in different criteria.

msc-project

pyterrier

A Python framework for performing information retrieval experiments, building on http://terrier.org/

subreddit-classification

The notebook classifies reddit posts to its respective subreddit using different machine learning models and Compares the performance of these models. And finds the best model.