vector-space-model

There are 1 repository under vector-space-model topic.

kreeben / resin
Vector space index based search engine that's available as a HTTP service or as an embedded library.
information-retrieval search-engine vector-space-model machine-learning nlu-engine nlu search search-algorithms resin vector-space language-model
Language:C# 571
cvangysel / cuNVSM
Neural Vector Space Models
information-retrieval machine-learning neural-networks representation-learning vector-space-model
Language:Cuda 49
nasa-jpl-memex / topic_space
Topic modeling web application
d3 javascript python vector-space-model word
Language:JavaScript 40
nokia / code-compass
a contextual search engine for software packages built on import2vec embeddings (https://www.code-compass.com)
embeddings machine-learning package-management search-engine vector-space-model vscode-extension
Language:Jupyter Notebook 38
ronaldseoh / cs276
Me working on "CS276: Information Retrieval and Web Search"
information-retrieval natural-language-processing cs276 search-engine indexing text-classification probabilistic-information-retrieval scoring vector-space-model boolean-retrieval free-text-search stanford
36
zjohn77 / retrieval
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.
natural-language-processing information-retrieval full-text-search okapi-bm25 search-engine bm25 term-weighting vector-space-model tfidf-text-analysis tf-idf-vectorizer
Language:JavaScript 35
ua-datalab / Geospatial_Workshops
UArizona DataLab Workshops
cloud-native-computing cloud-optimized cloud-optimized-geotiff drone-dataset geojson geospatial geospatial-analysis lidar-point-cloud raster-data vector-space-model xarray zarr geodata-visualization
Language:Jupyter Notebook 24
vancanhuit / simple-search-engine
Simple search engine with python 3
python3 search-engine vector-space-model
Language:Python 24
arasgungore / DeepLearning.AI-Natural-Language-Processing
My solutions to the assignments in the NLP Specialization offered by DeepLearning.AI on Coursera.
coursera natural-language-processing deeplearning-ai nlp-specialization nlp-specialization-deeplearning coursera-specialization attention-model autocomplete deep-learning-networks named-entity-recognition neural-machine-translation pos-tagging probabilistic-models question-answering recurrent-neural-networks sentiment-analysis sequence-models transformer vector-space-model word-embeddings
Language:Jupyter Notebook 22
ishaan007 / vector_space_modelling
NLP in python Vector Space Modelling and document classification NLP
word2vec vector-space-model nlp machine-learning scikit-learn document-classification
Language:Jupyter Notebook 19
hbrouwer / dfs-tools
Distributional Formal Semantics (DFS) tools
formal-semantics distributional-semantics vector-space-model meaning-representation
Language:Prolog 18
jaytimm / google-ngrams-and-r
An R-based guide to sampling Google n-gram data, building historical term-feature matrices & investigating lexical semantic change historically.
ngrams lexical-semantics word-embeddings vector-space-model
15
samujjwaal / Cranfield-Vector-Space-Model
Implementation of a Vector Space Retrieval Model using TF-IDF and cosine similarity on the Cranfield document corpus
cranfield-collection cosine-similarity tf-idf retrieval-model corpus-documents ranking data-science python information-retrieval tokenization porter-stemmer tfidf-text-analysis nltk vector-space-model recall precision relevance regex beautifulsoup4 text-mining
Language:Jupyter Notebook 14
hbrouwer / coals
Correlated Occurrence Analogue to Lexical Semantics (COALS)
lexical-semantics distributional-semantics vector-space-model latent-semantic-analysis
Language:C 10
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
document-retrieval information-retrieval vector-space-model
Language:Python 10
nwihardjo / SpaghettiSearch
A Concurrent Search Engine built with Go
badgerdb golang nodejs pagerank search-engine vector-space-model
Language:Go 10
quan-to / go-vsm
Vector Space Model implementation in Go
go golang information-filter information-retrieval term-frequency vector-space-model
Language:Go 10
vigneshnadar / Information-Retrieval
Search Engine Implemented in Python. Components : Web Crawler. Indexer. Parser. Page Ranking Algorithm
search-engine search-algorithm python3 beautifulsoup tf-idf bm25 cosine-similarity webcrawler pagerank-algorithm indexing vector-space-model bfs-algorithm dfs-algorithm information-retrieval
Language:Python 10
boyter / golangvectorspace
An implementation of the Vector Space model in GoLang
golang golang-library vector-space-model
Language:Go 9
abuwildanm / Information-Retrieval
Information Retrieval with Vector Space Model for News Article
bahasa-indonesia cosine-similarity information-retrieval mean-average-precision tf-idf vector-space-model
Language:Python 6
mayank-02 / vector-space-model
Implementation of Vector Space Model using TF-IDF and Cosine Similarity
cosine-similarity tf-idf information-retrieval vector-space-model ranked-retrieval python
Language:Python 6
SavanK / DataVisualizations
Data Visualizations
scatterplot isosurface parallel-coordinates splom scatter-matrix slice transfer-functions vector-space-model visualization
Language:Makefile 6
xingniu / computational-stylistic-variations
Stylistic Variations in Distributional Vector Space Models
stylistic-variation formality vector-space-model
Language:Python 6
AbdelrahmanBayoumi / IR-Models
Implementation of IR Models with GUI, Using Python & Flask for back-end and HTML & CSS for front-end
flask html css python ir-models information-retrieval web-application link-analysis vector-space-model statistical-model
5
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.
flask html machine-learning machine-learning-algorithms natural-language-processing text-similarity vector-space-model
Language:HTML 5
bent10 / boox
Search anything, instantly
boox document-search full-text-search fulltext-search fuzzy-matching fuzzy-search instantsearch nlp search search-engine search-index tf-idf tfidf vector-search vector-space-model inverted-index
Language:TypeScript 5
EthanWng97 / NUS-information-retrieval
📚 Assignments for CS3245: Information Retrieval
information-retrieval boolean-retrieval language-model vector-space-model
Language:Jupyter Notebook 5
jtejido / basset-ir
Basset IR - An Information Retrieval library.
information-retrieval nlp natural-language-processing ir bm25 language-modeling probabilistic-algorithms vector-space-model cosine-similarity nlp-machine-learning searching-algorithms
Language:PHP 4
Kaushalmam / Search-engine
Implementation of a search engine using a vector space model.
search-engine tf-idf tf-idf-vectorizer cosine-similarity information-retrieval vector-space-model python3 python data-preprocessing data-preparation document-frequency term-frequency inverse-document-frequency query-matching
Language:Python 4
markomih / document-classification
Finding the most similar textual documents using Case-Based Reasoning
case-based-reasoning machine-learning nlp similarity-metric document-classification vector-space-model
Language:Python 4
NookLook2014 / publicopinion
中文舆情分析，话题聚类检测模型
bag-of-words clustering nlp tfidf vector-space-model
Language:C 4
pvnieo / searchy
Implementation of a search engine on the cacm and CS276 (Stanford) collections.
search-engine vector-space-model boolean-search cacm stanford-corpus python-3
Language:Jupyter Notebook 4
samujjwaal / uic-search-engine
Web search engine to retrieve most relevant web-pages for user search query from web-pages crawled on the UIC domain
search-engine inverted-index tf-idf tfidf-text-analysis web-crawler-python data-science data-mining information-retrieval python retrieve-web-page cosine-similarity-scores jupyter-notebooks tokenization porter-stemmer bfs-crawler beautifulsoup4 text-mining nltk vector-space-model http-requests
Language:Jupyter Notebook 4
thuongtruong1009 / Point2D-and-Vector2D
The first mini project kind of Data Structure & Algorithm subject. Enjoy it !
algorithm data-structures java-8 pointers-and-arrays vector-space-model
Language:Java 4
YoucefBYu / Information-Retrieval-Models
Information Retrieval basic Models Implementation
information-retrieval search-engine boolean-retrieval vector-space-model nlp-keywords-extraction
Language:Jupyter Notebook 4
Riadh-Bouarroudj / Mini-search-engine
This code describes a mini search engine used for information retrieval from the CACM dataset using Boolean and Vectorial models.
boolean-search information-retrieval search-engine vectorial-model vector-search-engine vector-space-model
Language:Jupyter Notebook 3

vector-space-model

kreeben / resin

cvangysel / cuNVSM

nasa-jpl-memex / topic_space

nokia / code-compass

ronaldseoh / cs276

zjohn77 / retrieval

ua-datalab / Geospatial_Workshops

vancanhuit / simple-search-engine

arasgungore / DeepLearning.AI-Natural-Language-Processing

ishaan007 / vector_space_modelling

hbrouwer / dfs-tools

jaytimm / google-ngrams-and-r

samujjwaal / Cranfield-Vector-Space-Model

hbrouwer / coals

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

nwihardjo / SpaghettiSearch

quan-to / go-vsm

vigneshnadar / Information-Retrieval

boyter / golangvectorspace

abuwildanm / Information-Retrieval

mayank-02 / vector-space-model

SavanK / DataVisualizations

xingniu / computational-stylistic-variations

AbdelrahmanBayoumi / IR-Models

Abhishek-EE / Text-Similarity-Score-Generator

bent10 / boox

EthanWng97 / NUS-information-retrieval

jtejido / basset-ir

Kaushalmam / Search-engine

markomih / document-classification

NookLook2014 / publicopinion

pvnieo / searchy

samujjwaal / uic-search-engine

thuongtruong1009 / Point2D-and-Vector2D

YoucefBYu / Information-Retrieval-Models

Riadh-Bouarroudj / Mini-search-engine