doc2vec

There are 6 repositories under doc2vec topic.

danielfrg / word2vec
Python interface to Google word2vec
python word2vec doc2vec
Language:C 2554
Tixierae / deep_learning_NLP
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
python3 keras deep-learning saliency-map cnn-keras nlp self-attention hierarchical-attention-network recurrent-neural-networks seq2seq-pytorch nmt skipgram word2vec pytorch attention numpy doc2vec word-embeddings document-embeddings
Language:Jupyter Notebook 435
inejc / paragraph-vectors
:page_facing_up: A PyTorch implementation of Paragraph Vectors (doc2vec).
doc2vec neural-networks machine-learning deep-learning nlp pytorch unsupervised-learning
Language:Python 404
sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
deep-learning-mathematics deep-learning-math deep-learning-scratch gans cyclegan adagrad autoencoder capsule-network nadam word-embeddings skip-thoughts quick-thought doc2vec gru lstm-math cnn-math rnn-derivation contractive-autonencoders tensorflow few-shot-learning
Language:Jupyter Notebook 322
PengboLiu / Doc2Vec-Document-Similarity
利用Doc2Vec计算文本相似度
doc2vec gensim-doc2vec python
Language:Python 132
maxoodf / word2vec
word2vec++ is a Distributed Representations of Words (word2vec) library and tools implementation, written in C++11 from the scratch
nlp nlp-machine-learning word2vec c-plus-plus ml machine-learning machine-learning-algorithms word2vec-algorithm word2vec-model word2vec-en word2vec-ru doc2vec doc2vec-word2vec
Language:C++ 125
ibrahimsharaf / doc2vec
:notebook: Long(er) text representation and classification using Doc2Vec embeddings
doc2vec gensim nlp-machine-learning scikit-learn sentiment-analysis text-classification
Language:Python 103
roboreport / doc2vec-api
document embedding and machine learning script for beginners
natural-language-processing doc2vec machine-learning gensim word2vec deep-learning doc2vec-api chatbot dialogflow
Language:Python 92
aniass / Product-Categorization-NLP
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
data-analysis python pandas nltk text-classification topic-modeling doc2vec gensim word2vec cnn-text-classification doc2vec-model mlp-classifier distilbert transformers huggingface-transformers
Language:Jupyter Notebook 77
jananiarunachalam / Research-Paper-Summarization
Text Summarization for Research Papers
deep-learning doc2vec gensim keras lstm machine-learning neural-network nltk recurrent-neural-networks scikit-learn tensorflow text-summarization word2vec
Language:Jupyter Notebook 67
thiswillbeyourgithub / AnnA_Anki_neuronal_Appendix
Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
umap kmeans clustering neighbourhood embedding sementics bert nlp latent anki flashcards machinelearning pca scheduler sentence-embeddings sbert doc2vec ai
Language:Python 55
mtaruno / eve-bot
EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support
keras transformers combinations twitter chatbot intent-classifier doc2vec named-entity-recognition
Language:Jupyter Notebook 52
bigdata-ustc / EduNLP
A library for advanced Natural Language Processing towards multi-modal educational items.
python deep-learning machine-learning word2vec doc2vec tokenizer katex formula natural-language-processing
Language:Python 49
bnosac / doc2vec
Distributed Representations of Sentences and Documents
doc2vec embeddings natural-language-processing paragraph2vec r-package word2vec
Language:C++ 43
nphdang / GE-FSG
Graph Embedding via Frequent Subgraphs
graph-embedding graph-representation-learning graph-classification frequent-subgraphs doc2vec deep-learning graph machine-learning word2vec
Language:Python 42
Lab41 / altair
Assessing Source Code Semantic Similarity with Unsupervised Learning
unsupervised-learning deep-learning word2vec doc2vec doc2vec-word2vec rnn
Language:Python 41
lokicui / doc2vec-golang
doc2vec , word2vec, implemented by golang. word embedding representation
doc2vec golang doc2vec-golang word2vec
Language:Go 36
sindbach / doc2vec_pymongo
Machine learning prediction of movies genres using Gensim's Doc2Vec and PyMongo - (Python, MongoDB)
doc2vec pymongo prediction mongodb doc2vec-model machine-learning
Language:Python 36
DSXiangLi / Embedding
Embedding模型代码和学习笔记总结
embedding word2vec hierarchical-softmax negative-sampling fasttext tf-estimator doc2vec genism bookcorpus skip-thoughts encoder-decoder cnn-lstm seq2seq quick-thought transformer
Language:Python 35
chrisPiemonte / crime-analysis
Association Rule Mining from Spatial Data for Crime Analysis
data-science spatial-analysis crime-data association-rules sentence-clustering crime-analysis spatial-data kdd python crime jupyter anaconda pandas matplotlib scikit-learn sequence-mining doc2vec gensim shapefile
Language:Jupyter Notebook 34
jiangnanboy / python_search
利用sklearn和gensim中的tfidf,lsa,doc2vec进行查询与文档匹配搜索
query-doc-similarity tfidf lsa doc2vec
Language:Python 21
nphdang / Sqn2Vec
Unsupervised Sequence Embedding via Sequential Patterns
sequence-embedding sequence-representation-learning sequence-classification sequential-patterns doc2vec machine-learning
Language:Python 21
vanzytay / CIKM_CUP
CIKM Cup 2016 (1st Place) - Track 1 - Cross Device Entity Linking :smile:
doc2vec python
Language:Python 19
wikirec
andrewtavis / wikirec
Recommendation engine framework based on Wikipedia data
wikipedia recommender-system recommendation-engine python books lda bert bert-embeddings unsupervised-learning multilingual wikipedia-data machine-learning tfidf doc2vec nlp natural-language-processing neural-network open-source text-mining python3
Language:Python 18
MiteshPuthran / Document_Classification
Python code for classification of documents into different classes using machine learning
document-classification python jupyter-notebook text-classification machine-learning random-forest xgboost word2vec doc2vec naive-bayes-classifier supervised-learning textfile docfileanalysis pdf docs
Language:Jupyter Notebook 18
YuzhouPeng / Linedin-User-profile-Hybrid-Recommendation
Hybrid recommedation for talents
recommender-system hybrid-recommender-system word2vec content-based-recommendation collaborative-filtering doc2vec
Language:Python 18
pranayjoshi / Medico
AI-powered medical terms detection tool.
natural-language-processing word-embeddings speech-recognition speech-to-text doc2vec ai medical-application medico medical-terms-detection conversation punctuations voice hacktoberfest
Language:Python 17
ppontisso / Text-Search-Engine-using-Doc2Vec-and-TF-IDF
How to make a search engine using Doc2Vec and TF-IDF models
natural-language-processing doc2vec word2vec search-engine tf-idf text-mining
Language:Jupyter Notebook 15
shrebox / Fake-News-Detection
This repository contains supervised fake news detection on LIAR dataset. Check out the analysis details for more details.
fake-news fake-news-detection supervised-learning machine-learning neural-networks doc2vec logistic-regression mlp-classifier ensemble-model svm-classifier
Language:Jupyter Notebook 14
shrebox / Natural-Language-Processing
Compilation of Natural Language Processing (NLP) codes. BONUS: Link to Information Retrieval (IR) codes compilation. (checkout the readme)
edit-distance regex generative-model discriminative-model hmm-viterbi-algorithm nlp-tools word2vec doc2vec pos-tagging ner spacy word-similarity document-similarity hidden-markov-models
Language:Python 13
doc2vec-pytorch
cbowdon / doc2vec-pytorch
Tutorial: implementing doc2vec (paragraph vectors) from scratch in PyTorch
doc2vec nlp pytorch machine-learning
Language:Jupyter Notebook 12
IhabBendidi / sentiment_embeddings
A scientific benchmark and comparison of the performance of sentiment analysis models in NLP on small to medium datasets
3d-visualization benchmark bert colab doc2vec embedding-evaluation keras logistic-regression lstm nlp notebook python pytorch sentiment-analysis sentiment-embeddings textblob twitter-data visualization word2vec
Language:Jupyter Notebook 12
dmeoli / OnlineRetail
Data Mining project 2020/2021 @ University of Pisa
data-mining online-retail rfm-analysis doc2vec embeddings hdbscan clustering predictive-analysis umap nltk data-science pattern-discovery sequential-pattern-mining time-constraints gsp-algorithm prefixspan spm customer-profile assessing-data-quality correlations
Language:Jupyter Notebook 11
waingram / code-embeddings
A Comparative Study of Various Code Embeddings in Software Semantic Matching
clone-detection doc2vec document-embeddings
Language:Jupyter Notebook 11
DeftEval
Elzawawy / DeftEval
Official Contribution for DeftEval 2020, Task 6 Subtask 1 from SemEval 2020 Competition. Solving NLP problem of "extracting term-definition pairs in free text" in multiple approaches ranging from highly simple till very complex modern ones.
deft-eval deft-corpus codalab semeval-2020 nlp text-classification spacy-nlp sentence-classification classification-algorithms doc2vec
Language:Jupyter Notebook 10
CLT29 / semantic_neighborhoods
Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval [ECCV 2020]
eccv2020 retrieval computer-vision cross-modal-retrieval cross-modal visual-semantic-embedding code goodnews politics mscoco-dataset mscoco coco conceptual-captions doc2vec
Language:Python 9

doc2vec

danielfrg / word2vec

Tixierae / deep_learning_NLP

inejc / paragraph-vectors

sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python

PengboLiu / Doc2Vec-Document-Similarity

maxoodf / word2vec

ibrahimsharaf / doc2vec

roboreport / doc2vec-api

aniass / Product-Categorization-NLP

jananiarunachalam / Research-Paper-Summarization

thiswillbeyourgithub / AnnA_Anki_neuronal_Appendix

mtaruno / eve-bot

bigdata-ustc / EduNLP

bnosac / doc2vec

nphdang / GE-FSG

Lab41 / altair

lokicui / doc2vec-golang

sindbach / doc2vec_pymongo

DSXiangLi / Embedding

chrisPiemonte / crime-analysis

jiangnanboy / python_search

nphdang / Sqn2Vec

vanzytay / CIKM_CUP

andrewtavis / wikirec

MiteshPuthran / Document_Classification

YuzhouPeng / Linedin-User-profile-Hybrid-Recommendation

pranayjoshi / Medico

ppontisso / Text-Search-Engine-using-Doc2Vec-and-TF-IDF

shrebox / Fake-News-Detection

shrebox / Natural-Language-Processing

cbowdon / doc2vec-pytorch

IhabBendidi / sentiment_embeddings

dmeoli / OnlineRetail

waingram / code-embeddings

Elzawawy / DeftEval

CLT29 / semantic_neighborhoods