An information retrival system for Persian language.

Performs tokenization, stemming, lemmatization, index creation, index compression and ranked retrieval of Cranfield documents

Course Project of Information Retrieval.

Implementation of Vector Space Model using TF-IDF and Cosine Similarity

SPIMI Ranked Retrieval Implementation and API

A Simple Vector Space Model implementation for searching (some of) Donald Trump's speeches.

Wikimedia (enwiki) search engine built on inverted index and tf-idf ranked retrieval

Implementing a search engine using Elastic-Search

Final project of "Information Retrieval Systems" course

An implementation for vector space models used in Information Retrieval for ranked retrieval. Uses TF, IDF, and normalizing on a textual dataset, mostly corpus from novels.

An Information retrieval system for Persian news with ranked retrieval of documents according to relevance to the query.

Ranked Information Retrieval: an indexation and ranked retrieval system for textual information.

ltc.lnn weighting for computing cosine similarity in python

A simple search engine built using Python 3.11 that implements TF-IDF weighting, page ranking, and cosine vector similarity, and utilizes NLTK libraries for tokenization and stemming.

IR and text mining project to calculate candidate's job profile score based on factors such as Education, Discipline, Required Skills, Desired Skills, and Years of Experience. Implemented Inverted Index algorithm for job filtering and Vector Space Model algorithm for ranking the documents (Jobs).

This repo contains my Ranked Retrieval Project as a part of Information Retrieval project at BITS Pilani.

Foundations of Information Retrieval

Assignments Completed during IR Course has been added.