GitHub topics: vector-space-model

Repositories

kreeben/resin

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

Language: C# - Size: 63.5 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 568 - Forks: 41

Erfanafshar/document-search-engine

This Java project builds a search engine using information retrieval techniques like TF-IDF and cosine similarity.

Language: Java - Size: 1.66 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Tunable full text search engine in JavaScript that: (1) works natively on web apps like Express.js; (2) easy to customize (via BM25) to specific types of documents (e.g. tweets, scientifc journals); (3) is deployable on either the client-side or the server side.

Language: JavaScript - Size: 8.16 MB - Last synced at: 28 days ago - Pushed at: over 6 years ago - Stars: 34 - Forks: 9

vickshan001/Friends-Character-Classifier-Vector-Semantics-NLP

NLP coursework using vector space semantics to classify Friends character dialogue. Includes TF-IDF, POS, sentiment, and context-aware features.

Language: Jupyter Notebook - Size: 339 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

StarlangSoftware/InformationRetrieval

Basic Information Retrieval Algorithms and Data Structures

Language: Java - Size: 39.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 2

miltiadiss/CEID_NE5597-Information-Retrieval

This project involves creating an inverted index for a text collection, implementing a Vector Space Model (VSM) with custom weighting methods, applying the pre-trained colBERT model for semantic query handling, and comparing the performance of the developed models using two evaluation metrics implemented from scratch.

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

arasgungore/DeepLearning.AI-Natural-Language-Processing

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

Language: Jupyter Notebook - Size: 58.5 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 4

nokia/code-compass

a contextual search engine for software packages built on import2vec embeddings (https://www.code-compass.com)

Language: Jupyter Notebook - Size: 2.86 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 38 - Forks: 4

bent10/boox

Search anything, instantly

Language: TypeScript - Size: 43.6 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 1

mayank-02/vector-space-model

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

Language: Python - Size: 10.7 KB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 6 - Forks: 2

pngo1997/Vector-space-Retrieval-Algorithm

Implements the Inverted Index Retrieval Algorithm and evaluates retrieval performance using Mean Average Precision.

Language: Jupyter Notebook - Size: 285 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Md-Emon-Hasan/Vector-Database

Designed to store and retrieve high-dimensional data, such as embeddings, efficiently. It enables fast similarity searches by leveraging techniques.

Language: Jupyter Notebook - Size: 9.19 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

complexico/indonesian-classifier

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.

Language: R - Size: 470 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Lemniscate-world/Learning-Very-Interesting-Physics-Only

I want to dive into a deeper world with physics, sometimes without numbers and theorems, sometimes with intuition, imagination and trance. Can you hear the music ?

Language: Python - Size: 51.5 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

pierreportal/vector-notes

A note-taking application that uses Markdown for note formatting and leverages Doc2Vec for document embeddings and k-nearest neighbors (k-NN) to organize notes into a tree structure based on their similarities.

Language: Python - Size: 6.98 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

mrunmaim16/CSE-5334-Programming-Assignments

Programming assignments completed for course CSE - 5334 Data Mining under Professor Dr. Marnim Galib.

Language: Jupyter Notebook - Size: 460 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

InformationRetrieval-Organization/information-retrieval

Information Retrieval System

Language: Python - Size: 2.79 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

ua-datalab/Geospatial_Workshops

UArizona DataLab Workshops

Language: Jupyter Notebook - Size: 427 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 18 - Forks: 5

prajeshshrestha/Natural-Language-Processing-Specialization

Assignment Files, Notes and Slides of DeepLearning.AI Natural Language Processing Specialization

Language: Jupyter Notebook - Size: 247 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

IgorAugust0/information-retrieval

ℹ️ Information Retrieval models implemented in Python

Language: Python - Size: 8.74 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

aj-talaei/Natural_Language_Processing_Specialization

This repository contains my coursework and projects completed during the Natural Language Processing Specialization offered by DeepLearning.AI.

Language: Jupyter Notebook - Size: 44.4 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

TasyaSyamsudin/535200073_ProgramSkripsiTasya

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

Language: HTML - Size: 3.15 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

boyter/golangvectorspace

An implementation of the Vector Space model in GoLang

Language: Go - Size: 8.79 KB - Last synced at: 18 days ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 5

GiorgosG1an/SongLyricsSearchEngine

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

Language: Python - Size: 20.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

iSiddharth20/Text-Based-Retrieval-Models-Implementation

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

Language: Python - Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 3

Kalit31/Vector-Space-Based-IR

Implementation of a vector space-based information retrieval system.

Language: Python - Size: 3.81 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

leonaxiongxin/TDC

Term Discriminative Capacity

Language: Python - Size: 50.8 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

hristy93/VkusotiikiContentFiltering

Content-based Filtering Recommendation System for Vkusotiiki-bg as Artificial Intelligence course project

Language: Python - Size: 2.12 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0

AliZaiN-157/Information-Retrieval

Information Retrieval Models

Language: Python - Size: 1.16 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

hzionn/Information-Retrieval

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

Language: Python - Size: 8.17 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

hbrouwer/dfs-tools

Distributional Formal Semantics (DFS) tools

Language: Prolog - Size: 397 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1

fabiancannaheim/retrieval

Vector space model for information retrieval

Language: Python - Size: 2.93 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

nikhil-iyer-97/Vector-Space-model

Implementation of vector space model for retrieving song lyrics from database using TF-IDF scoring mechanism

Language: Python - Size: 41.6 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

sergi-s/search-engines

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

Language: Python - Size: 36.1 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

EthanWng97/NUS-information-retrieval 📦

📚 Assignments for CS3245: Information Retrieval

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 0

thuongtruong1009/Point2D-and-Vector2D

The first mini project kind of Data Structure & Algorithm subject. Enjoy it !

Language: Java - Size: 41 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

SFB1102/a1-c3-dfs-tools

Distributional Formal Semantics (DFS) tools

Language: Prolog - Size: 290 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

haiphan2000/CS419-Information-Retrieval

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

Language: Jupyter Notebook - Size: 7.52 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

nwihardjo/SpaghettiSearch

A Concurrent Search Engine built with Go

Language: Go - Size: 37.5 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 1

Jayveersinh-Raj/cross-lingual-zero-shot-transfer

This is cross based project for industrial purposes. This would then be integrated as API, and repository would be made private accordingly

Language: Jupyter Notebook - Size: 5.74 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

nehapai23/Indexation-and-Retrieval-using-Lucene

Using Apache Lucene to index documents in AP89 corpus, perform retrieval on TREC topics and evaluate the performance of retrieval algorithms using different evaluation metrics

Language: Java - Size: 4.69 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Kshishtawy/Query-System-based-on-positional-index-Boolean-model-and-Vector-Space-model

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

Language: Jupyter Notebook - Size: 46.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

marijadjokic/PIBASFedSPARQL

Language: PHP - Size: 7.6 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

AbdelrahmanBayoumi/IR-Models

Implementation of IR Models with GUI, Using Python & Flask for back-end and HTML & CSS for front-end

Size: 14 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0

richardoey/vector-space-model-skripsi 📦

Back End Coding for Final Project for "Implementation of Content-Based Filtering on Books Recommendation Application Using Vector Space Model <Case Studi: UMN Library>"

Language: PHP - Size: 3.55 MB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

itrobertson/InnovationProjectSearch

Under Armour Innovation Project Search

Size: 545 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

SavanK/DataVisualizations

Data Visualizations

Language: Makefile - Size: 120 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 6 - Forks: 0

alpersunter/VectorField

How a single charge moves in 3D electrical field?

Language: JavaScript - Size: 737 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

Roberto1987/Terrier3.6VSM

A vanilla Vector Space Model for Terrier 3.6, did during the Information Retrieval MS Course. It comprehend a module for a pre-calculus of the L2 Norm of the document collection

Language: Java - Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

AlexandrosPlessias/IR-CosineSimilarity-vs-Freq

Information Retrieval Model to the research interests of the Faculty members of the Department (a.k.a. DEP or professors) and based on this to suggest possible collaborations between them.

Language: TeX - Size: 200 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

majdialali/NLP-models_part-1

middle-size NLP-projects given as assignments in a IT-subject from university of Oslo.

Language: Python - Size: 7.68 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

HassaanSaleem/VectorSpaceModel

Vector space model is an algebraic model for representing text documents as vectors and Cosine similarity is used to compute the similarity between documents and queries

Language: Jupyter Notebook - Size: 279 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 5

gonzafernan/ControlVectorial-MotSincrono

Modelado, diseño, simulación y análisis de desempeño de un sistema de control automático de posición y movimiento para un accionamiento electromecánico de 4 cuadrantes.

Language: MATLAB - Size: 2.29 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

saraivaufc/search-engine

Search engine based on the vector space model

Language: Python - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

fcahyo/vector-space-model

Information retrieval on articles using vector space models

Language: Jupyter Notebook - Size: 121 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

KunalDJoshi/Job-Hunter

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).

Language: Java - Size: 1.21 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

KunalDJoshi/Information-Retrieval-and-Text-Mining-algorithms

Knowledge processing technologies : Information Retrieval and text classification

Language: Java - Size: 1.51 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1

Charan-Galla/search-engine

Building a simple search engine using vector space model

Language: Python - Size: 4.82 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 2

abuwildanm/Information-Retrieval

Information Retrieval with Vector Space Model for News Article

Language: Python - Size: 82.3 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 2

fediazgon/minimal-ir

Language: Python - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

PrajwalRavi/PoetsHaven

Search from a repository of over 300 poems!!

Language: Python - Size: 2.72 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

sahandv/science_science

A framework to analyze, visualize abd predict scientific trends

Language: HTML - Size: 166 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

KrisnaDana/Summarization-Vector-Space-Model

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

Language: Python - Size: 1.03 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

SyedMuhammadFaheem/InformationRetrieval

This repo consists of all the assignments, projects, tasks of Information Retrieval course of FAST NUCES Spring 2023.

Language: Python - Size: 587 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

LeonVitanos/trace-link-detection

Trace link detection based on Vector Space models

Language: Python - Size: 42 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

SidDays/Deimos

A system for predicting demographic attributes (age, gender, interests) by reading browsing history, with accompanying published research.

Language: Java - Size: 121 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 1

hrwX/RetrievalModels

Information Retrieval Models

Language: Python - Size: 14.6 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

hrwX/pyIR 📦

Information retrival models using Inverted Index

Language: Python - Size: 66.7 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

ishaan007/vector_space_modelling

NLP in python Vector Space Modelling and document classification NLP

Language: Jupyter Notebook - Size: 9.95 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 17 - Forks: 11

vancanhuit/simple-search-engine

Simple search engine with python 3

Language: Python - Size: 7.1 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 17 - Forks: 19

TimurKasatkin/IR_system

Innopolis IR 2016 course semester project IR system part

Language: Scala - Size: 499 KB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

francescortu/vector_space_model

Python implementation of a Vector Space Model

Language: Python - Size: 2.19 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ronaldseoh/cs276

Me working on "CS276: Information Retrieval and Web Search"

Size: 2.12 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 2

q-m/tokkens-ruby 📦

Basic text to numbers tokenizer for machine learning

Language: Ruby - Size: 36.1 KB - Last synced at: 17 days ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

lancepokaiwang/GitHub-Recommender-System 📦

This is a portotype of GitHub recommender system.

Language: Python - Size: 38.4 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

JojiiOfficial/VectorSpaceModel 📦

Highly efficient vector space model implementation written in rust

Language: Rust - Size: 161 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

manan-paneri-99/Vector-Space-based-Document-Retrieval-system

Retrieves the top 10 documents from the Wikipedia corpus for a user inputted free-text query

Language: Python - Size: 4.05 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 2

markomih/document-classification

Finding the most similar textual documents using Case-Based Reasoning

Language: Python - Size: 19.4 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 3

NileyGF/Information-Retrieval

An Information Retrieval System with 3 models and 3 datasets from the ir_datasets library .

Language: Python - Size: 2.57 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

quan-to/go-vsm

Vector Space Model implementation in Go

Language: Go - Size: 33.2 KB - Last synced at: 12 months ago - Pushed at: almost 5 years ago - Stars: 10 - Forks: 1

hbrouwer/coals

Correlated Occurrence Analogue to Lexical Semantics (COALS)

Language: C - Size: 236 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 0

Abhishek-EE/Text-Similarity-Score-Generator

This is a Text Similarity Score Generator. It takes in two different texts and compares how similar they are. To calculate the similarity score I am using Vector Space Model. This model creates a vector Space where each dimension represents a single word. Words are taken from all the texts that are considered. One document is a single vector space. Each dimension of a single document vector represents how often this word appears in the text.To compare two documents a cosine similarity is used. This generates a value between 0 and 1, 0 meaning no similarity and 1 meaning perfect match.

Language: HTML - Size: 15.6 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0