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doc2vec-word2vec

Here are 33 public repositories matching this topic...

zqhZY / semanaly

semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.

nlp machine-learning keras pytorch lstm doc2vec-word2vec cnn-text-classification

Updated Nov 19, 2017
Python

maxoodf / word2vec

word2vec++ is a Distributed Representations of Words (word2vec) library and tools implementation, written in C++11 from the scratch

nlp c-plus-plus machine-learning word2vec machine-learning-algorithms ml word2vec-model nlp-machine-learning doc2vec doc2vec-word2vec word2vec-algorithm word2vec-en word2vec-ru

Updated Oct 14, 2023
C++

Lab41 / altair

Assessing Source Code Semantic Similarity with Unsupervised Learning

deep-learning word2vec rnn unsupervised-learning doc2vec doc2vec-word2vec

Updated Feb 27, 2018
Python

seyedsaeidmasoumzadeh / Binary-Text-Classification-Doc2vec-SVM

A Python implementation of a binary text classifier using Doc2Vec and SVM

python text-classification doc2vec-word2vec svm-classifier

Updated Dec 20, 2017
Python

MohamedAliHabib / easyLearn-Arabic-Text-Recommender-System

Building, Training and Testing Doc2Vec and Word2Vec (Skip-Gram) Model Using Gensim Library for Recommending Arabic Text.

python natural-language-processing gensim recommender-system doc2vec doc2vec-word2vec arabic-text-recommender-system

Updated Dec 29, 2018
Jupyter Notebook

p-szymo / poetry_genre_classifier

Classification model for poetic genres and a recommendation system

nlp machine-learning eda feature-engineering doc2vec-word2vec

Updated Jul 6, 2023
Jupyter Notebook

datascience-python / lyrics2vec

Representação de letras de músicas em vetores para análises semânticas e sintáticas.

nlp nlp-machine-learning doc2vec-word2vec

Updated Jan 15, 2018
Jupyter Notebook

luizanisio / Doc2VecFacil

Classe responsável por simplificar o processo de criação de um modelo Doc2Vec (gensim) com facilitadores para geração de um vocab personalizado e com a geração de arquivos de curadoria. Dicas usando elasticsearch e singlestore.

python elasticsearch clustering trigrams gensim ngrams bigrams doc2vec doc2vec-word2vec pesquisa memsql doc2vec-model modelo-vetorial singlestore similaridade similaridade-vetorial quadrigrams agrupamento

Updated Mar 13, 2023
Python

Sameeksharajsb / 20-Newsgroup-Dataset-Analysis

An NLP project that compares different approaches to document representation and classification. The techniques used include Topic-modeling, Tf-Idf, doc2vec, SVM, and CNN

deep-learning text-classification clustering machine-learning-algorithms topic-modeling bag-of-words tf-idf doc2vec-word2vec svm-classifier lda-model convoluted-neural-networks

Updated Aug 28, 2021
Jupyter Notebook

FaisalAhmedBijoy / Document-similarity-using-doc2vec-and-gensim

Document Similarity Measurement Using Doc2Vec and Gensim Library

nlp gensim ner doc2vec-word2vec nsl gensim-library doc2vec-model docuemntation-tool

Updated Sep 24, 2023
Python

pushpendrapratap / Question-Answering-system-

It uses extensive NLP and ML techniques at its backend for answering descriptive type queries ( currently, the model has been trained only for Data science and Machine Learning Domain ).

theano scikit-learn keras nltk question-answering python-2 nlp-machine-learning doc2vec-word2vec

Updated Jul 10, 2018
Jupyter Notebook

park1997 / Industrial_safety_and_health_law-visualization

산업안전보건법 법규시각화, 텍스트마이닝을 통한 법들간의 유사도 네트워크화

natural-language-processing text-mining cosine-similarity doc2vec-word2vec euclidean-distances

Updated Jul 2, 2022
Jupyter Notebook

howardyclo / learn-to-highlight-movies

Highlight Stephen Chow's famous movies using bullet-screen comments, document vector and neural network.

text-classification solr word2vec keras supervised-learning doc2vec doc2vec-word2vec highlight-movies

Updated Jan 19, 2017
JavaScript

samliozge / mlp_text_classifier

Text classifier for document embeddings

python neural-network tensorflow doc2vec-word2vec

Updated Mar 17, 2017
Python

rachit-shah / ADBI-projects

Homework and projects done in the course CSC591 Algorithms for Data-Guided Business Intelligence (ADBI)

python nlp r deep-neural-networks spark sentiment-analysis regression pyspark networkx spark-streaming sgd topic-modeling lda doc2vec-word2vec cnn-keras bayesian-analysis graphf

Updated Dec 6, 2019
Jupyter Notebook

Jhex-AI / Semantic-Similarity-Ranking-v.1

A rudimentary Implementation of a simple neural ranking model. Based on word embeddings (Glove, Fasttext). The pre-trained model's inherent vector cosine similarity is the main metric for consideration.

machine-learning information-retrieval neural-network dataset ranking artificial-neural-networks vectors fasttext hacktoberfest nlp-machine-learning doc2vec-word2vec writeup ranking-algorithm

Updated Oct 1, 2020
Jupyter Notebook

rutvik5 / ncsu-csc591-adbi

Python projects related to the course- Algorithms for Data Guided Business Intelligence

kafka spark sentiment-analysis adwords community-detection spark-streaming logistic-regression recommender-system data-wrangling bayesian-data-analysis doc2vec-word2vec stochastic-gradient-descent bipartite-graphs graph-embedding

Updated Mar 16, 2020
HTML

masoudshahrian / NLP-Code

About Statistical and Semantical Text Summarizer in Persian Language

nlp text-summarization gensim persian-language doc2vec-word2vec persian-nlp doc2vec-model persian-language-model

Updated Aug 25, 2024
Jupyter Notebook

luckyos-code / ArgU

SentArg: A Hybrid Doc2Vec/DPH Model with Sentiment Analysis Refinement

nlp natural-language-processing sentiment-analysis doc2vec-word2vec dph argument-retrieval

Updated Feb 15, 2023
Python

UFFeScience / POStURE

POStURE - A Framework for Analyzing Political Speeches Evolution and Similarities with Learned Linguistic Representations

machine-learning vectorization doc2vec-word2vec embeddings-word2vec political-analysis

Updated Nov 6, 2020
Jupyter Notebook

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