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UArizona DataLab Workshops

A co-authored project (lead author & researcher: Karlina Denistia, Ph.D.) on a corpus-based, distributional-semantic study of Indonesian Classifier. This repository tracks the versioning of the R codes for cosine similarity analyses performed by @gederajeg. See the OSF link below for the complete set of materials.

Information Retrieval System

Sistem Tanya Jawab menggunakan Metode N-Gram dan Vector Space Model

Information Retrieval is the process of accessing relevant information from data sources using techniques like indexing and ranking. It is crucial for search engines, databases, and digital libraries for efficient information access.

Vector space index based search engine that's available as a HTTP service or as an embedded library.

Using pylucene in order to search songs and albums based on artist, song name, lyrics, album name. Songs and album data from AZlyrics

Various Indexing and Query Based Retrieval Models and Page-rank Algorithm in Python 3.0

Assignment 2 of Information Retrieval Course

A basic and intuitive Python module for (Vector Space) IR system. (Focuses on simplicity and understandability)

Basic Information Retrieval Algorithms and Data Structures

Simple Vector-space Retrieval Algorithm and Evaluation.

Vector space model for information retrieval

IR-Model is an information retrieval system implementing statistical and vector space models, with a Python Flask web app and a PHP API.

My solutions to the assignments in the NLP Specialization offered by DeepLearning.AI on Coursera.

Research & code implementations for Boolean, Vector Space Model, and LSI search algorithms tailored to the Cranfield dataset

A versatile information retrieval tool implementing a Boolean retrieval model and Vector Space model. Perform precise phrase queries, rank documents by similarity scores between the documents and the query, and gain insights from processed text data collection

Information Retrieval models implemented in Python

Source code for my team's project at Information Retrieval Subject. The project is a Summarizer Text Application that using Vector Space Model Algorithm.