word-embeddings

There are 34 repositories under word-embeddings topic.

gensim
piskvorky / gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Language:Python 15289
flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
pytorch nlp named-entity-recognition sequence-labeling semantic-role-labeling word-embeddings natural-language-processing machine-learning
Language:Python 13593
Embedding / Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chinese chinese-word-segmentation embeddings word-embeddings vectors-trained embedding
Language:Python 11621
Resume-Matcher
srbhr / Resume-Matcher
Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.
text-similarity natural-language-processing word-embeddings python machine-learning resume vector-search resume-builder resume-parser ats applicant-tracking-system nextjs typescript hacktoberfest
Language:Python 4553
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 4251
texthero
jbesomi / texthero
Text preprocessing, representation and visualization from zero to hero.
text-preprocessing text-representation text-visualization nlp word-embeddings machine-learning text-mining nlp-pipeline text-clustering texthero
Language:Python 2866
ddangelov / Top2Vec
Top2Vec learns jointly embedded topic, document and word vectors.
topic-modeling word-embeddings document-embedding topic-vector topic-search text-search text-semantic-similarity topic-modelling semantic-search bert top2vec sentence-transformers sentence-encoder pre-trained-language-models
Language:Python 2846
JasonKessler / scattertext
Beautiful visualizations of how language differs among document types.
nlp d3 word-embeddings machine-learning natural-language-processing visualization word2vec text-visualization text-mining japanese-language computational-social-science sentiment eda exploratory-data-analysis text-as-data scatter-plot topic-modeling stylometry stylometric semiotic-squares
Language:Python 2206
Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
awesome awesome-list bert contextualized-representation cross-lingual embedding-models language-model natural-language nlp pretrained-embedding pretrained-language-model pretrained-models sentence-embeddings sentence-representations subword-models unsupervised-learning word-embeddings wordembedding
Language:Python 2190
plasticityai / magnitude
A fast, efficient universal vector embedding utility package.
python natural-language-processing nlp machine-learning vectors embeddings word2vec fasttext glove gensim fast memory-efficient machine-learning-library word-embeddings
Language:Python 1611
nlp_overview
omarsar / nlp_overview
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
cnn deep-learning nlp reinforcement-learning rnn word-embeddings
Language:CSS 1322
nlptown / nlp-notebooks
A collection of notebooks for Natural Language Processing from NLP Town
natural-language-processing text-mining deep-learning artificial-intelligence nlp word-embeddings
Language:Jupyter Notebook 914
dselivanov / text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
word2vec text-mining natural-language-processing glove vectorization topic-modeling word-embeddings latent-dirichlet-allocation
Language:R 842
goru001 / inltk
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
nlp deep-learning indic-languages pytorch data-augmentation sentence-similarity sentence-encoding word-embeddings sentence-embeddings
Language:Python 811
meta-toolkit / meta
A Modern C++ Data Sciences Toolkit
nlp nlp-parsing search-engine inverted-index pos-tag text-analysis text-analytics text-classification language-modeling graph-algorithms c-plus-plus word-embeddings
Language:C++ 686
ncbi-nlp / BioSentVec
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
natural-language-processing bionlp fasttext sent2vec sentence-embeddings word-embeddings sentence-similarity pubmed mimic-iii
Language:Jupyter Notebook 555
KristiyanVachev / Question-Generation
Generating multiple choice questions from text using Machine Learning.
question-generation question-generator questions-and-answers quiz machine-learning spacy spacy-nlp nlp ai word-embeddings cosine-similarity naive-bayes
Language:Jupyter Notebook 469
ynqa / wego
Word Embeddings (e.g. Word2Vec) in Go!
word2vec glove machine-learning word-embeddings go nlp
Language:Go 460
imgarylai / bert-embedding
🔡 Token level embeddings from BERT model on mxnet and gluonnlp
natural-language-processing bert word-embeddings mxnet gluonnlp nlp
Language:Python 448
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
sunyilgdx / SIFRank_zh
Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
sifrank keyphrase-extraction keyword-extraction elmo pre-trained-language-models sif word-embeddings sentence-embeddings python36
Language:Python 416
kamalkraj / Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
bilstm cnn character-embeddings word-embeddings keras python36 tensorflow named-entity-recognition glove-embeddings conll-2003
Language:Python 356
dccuchile / spanish-word-embeddings
Spanish word embeddings computed with different methods and from different corpora
fasttext-embeddings glove-embeddings nlp spanish word-embeddings word2vec-embeddinngs
344
chakki-works / chakin
Simple downloader for pre-trained word vectors
datasets machine-learning natural-language-processing word-embeddings word-vectors
Language:Python 334
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 323
amanchadha / coursera-natural-language-processing-specialization
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
coursera deeplearning-ai deeplearning deep-learning course assignments artificial-intelligence natural-language-processing specialization nlp nlp-machine-learning word-embeddings word-vectors coursera-assignment coursera-specialization natural-language-understanding natural-language machine-learning sentiment-analysis
Language:Jupyter Notebook 290
malllabiisc / WordGCN
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
graph-convolutional-networks gcn tensorflow deep-learning-tutorial word-embeddings natural-language-processing acl2019
Language:Python 288
gabrielspmoreira / chameleon_recsys
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
deep-learning deep-neural-networks lstm lstm-neural-network lstm-neural-networks news-recommendation recommendation-algorithms recommendation-engine recommendation-system recommender-system rnn rnn-tensorflow tensorflow word-embeddings word2vec
Language:Python 274
explosion / floret
🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy
spacy fasttext fasttext-embeddings word-vectors word-embeddings subword-embeddings
Language:C++ 273
bloomberg / koan
A word2vec negative sampling implementation with correct CBOW update.
skipgram word2vec cpp cbow word-embeddings
Language:C++ 261
tolga-b / debiaswe
Remove problematic gender bias from word embeddings.
word2vec word-embeddings gender-equality social-justice nips-2016 debias
Language:Jupyter Notebook 241
vnlp
vngrs-ai / vnlp
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
nlp turkish-nlp stemming morphological-analysis morphological-disambiguation named-entity-recognition dependency-parsing part-of-speech-tagging sentiment-analysis spelling-correction number-to-words deasciifier normalization stopword-removal sentence-tokenizer sentence-splitting word-embeddings word2vec fasttext deep-learning
Language:Python 239
devmount / GermanWordEmbeddings
Toolkit to obtain and preprocess German text corpora, train models and evaluate them with generated testsets. Built with Gensim and Tensorflow.
neural-network word2vec word-embeddings model training evaluation deep-learning deep-neural-networks nlp natural-language-processing gensim german-language
Language:Jupyter Notebook 232
lgalke / vec4ir
Word Embeddings for Information Retrieval
information-retrieval word-embeddings retrieval-model nlp embeddings similarity-scoring evaluation embedding-models natural-language-processing data-science
Language:Python 226
vinhkhuc / JFastText
Java interface for fastText
machine-learning nlp java word-embeddings jni text-classification model-compression
Language:Java 225
giacbrd / ShallowLearn
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
word2vec fasttext scikit-learn machine-learning neural-network gensim text-mining text-classification supervised-learning online-learning word-embeddings shallow-learning
Language:Python 197