doc2vec

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danielfrg /word2vec

Sponsor

Star2.6k

Python interface to Google word2vec

python word2vec doc2vec

UpdatedApr 6, 2023
C

Tixierae /deep_learning_NLP

Star439

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

nlp deep-learning numpy word2vec word-embeddings keras python3 pytorch recurrent-neural-networks attention nmt skipgram doc2vec cnn-keras saliency-map seq2seq-pytorch self-attention document-embeddings hierarchical-attention-network

UpdatedJul 25, 2024
Jupyter Notebook

inejc /paragraph-vectors

Star414

📄 A PyTorch implementation of Paragraph Vectors (doc2vec).

nlp machine-learning deep-learning pytorch neural-networks unsupervised-learning doc2vec

UpdatedDec 8, 2022
Python

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

Star340

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

tensorflow word-embeddings gru autoencoder gans doc2vec skip-thoughts adagrad cyclegan deep-learning-mathematics capsule-network few-shot-learning quick-thought deep-learning-scratch nadam deep-learning-math lstm-math cnn-math rnn-derivation contractive-autonencoders

UpdatedOct 2, 2020
Jupyter Notebook

PengboLiu /Doc2Vec-Document-Similarity

Star138

利用Doc2Vec计算文本相似度

python doc2vec gensim-doc2vec

UpdatedApr 11, 2018
Python

maxoodf /word2vec

Star137

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

UpdatedOct 14, 2023
C++

ibrahimsharaf /doc2vec

Star107

📓 Long(er) text representation and classification using Doc2Vec embeddings

sentiment-analysis text-classification scikit-learn gensim nlp-machine-learning doc2vec

UpdatedJun 17, 2024
Python

roboreport /doc2vec-api

Star92

document embedding and machine learning script for beginners

machine-learning natural-language-processing deep-learning word2vec chatbot gensim doc2vec doc2vec-api dialogflow

UpdatedMay 1, 2023
Python

aniass /Product-Categorization-NLP

Star91

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

python text-classification word2vec transformers pandas nltk topic-modeling data-analysis gensim doc2vec mlp-classifier cnn-text-classification doc2vec-model distilbert huggingface-transformers

UpdatedMar 15, 2025
Jupyter Notebook

jananiarunachalam /Research-Paper-Summarization

Star71

Text Summarization for Research Papers

machine-learning deep-learning neural-network tensorflow word2vec scikit-learn keras recurrent-neural-networks lstm nltk text-summarization gensim doc2vec

UpdatedNov 2, 2022
Jupyter Notebook

thiswillbeyourgithub /AnnA_Anki_neuronal_Appendix

Star64

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

nlp ai flashcards clustering scheduler pca machinelearning kmeans anki embedding doc2vec bert umap latent sentence-embeddings neighbourhood sbert sementics

UpdatedOct 5, 2024
Python

bigdata-ustc /EduNLP

Star55

A library for advanced Natural Language Processing towards multi-modal educational items.

python formula machine-learning natural-language-processing deep-learning word2vec tokenizer katex doc2vec

UpdatedMar 20, 2024
Python

mtaruno /eve-bot

Star54

EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support

twitter chatbot keras transformers named-entity-recognition combinations doc2vec intent-classifier

UpdatedFeb 16, 2023
Jupyter Notebook

bnosac /doc2vec

Star48

Distributed Representations of Sentences and Documents

natural-language-processing word2vec embeddings r-package doc2vec paragraph2vec

UpdatedNov 11, 2021
C++

nphdang /GE-FSG

Star44

Graph Embedding via Frequent Subgraphs

machine-learning deep-learning graph word2vec doc2vec graph-embedding graph-classification frequent-subgraphs graph-representation-learning

UpdatedMay 5, 2020
Python

Lab41 /altair

Star41

Assessing Source Code Semantic Similarity with Unsupervised Learning

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

UpdatedFeb 27, 2018
Python

lokicui /doc2vec-golang

Star41

doc2vec , word2vec, implemented by golang. word embedding representation

golang word2vec doc2vec doc2vec-golang

UpdatedMar 30, 2018
Go

chrisPiemonte /crime-analysis

Star39

Association Rule Mining from Spatial Data for Crime Analysis

python data-science jupyter anaconda scikit-learn pandas crime gensim shapefile matplotlib spatial-analysis spatial-data kdd crime-data association-rules crime-analysis doc2vec sentence-clustering sequence-mining

UpdatedFeb 7, 2019
Jupyter Notebook

DSXiangLi /Embedding

Star37

Embedding模型代码和学习笔记总结

word2vec transformer seq2seq fasttext embedding doc2vec skip-thoughts encoder-decoder cnn-lstm hierarchical-softmax quick-thought genism negative-sampling tf-estimator bookcorpus

UpdatedAug 28, 2021
Python

sindbach /doc2vec_pymongo

Star36

Machine learning prediction of movies genres using Gensim's Doc2Vec and PyMongo - (Python, MongoDB)

machine-learning mongodb pymongo prediction doc2vec doc2vec-model

UpdatedDec 8, 2022
Python

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