word-embeddings

There are 38 repositories under word-embeddings topic.

Resume-Matcher
srbhr / Resume-Matcher
Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.
applicant-tracking-system ats hacktoberfest machine-learning natural-language-processing nextjs python resume resume-builder resume-parser text-similarity typescript vector-search word-embeddings
Language:Python 23856
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 16259
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 14317
Embedding / Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chinese chinese-word-segmentation embedding embeddings vectors-trained word-embeddings
Language:Python 12109
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 4558
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 3094
texthero
jbesomi / texthero
Text preprocessing, representation and visualization from zero to hero.
machine-learning nlp nlp-pipeline text-clustering text-mining text-preprocessing text-representation text-visualization texthero word-embeddings
Language:Python 2910
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 2321
Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
wordembedding word-embeddings sentence-embeddings nlp pretrained-embedding awesome-list pretrained-models unsupervised-learning sentence-representations contextualized-representation awesome natural-language subword-models embedding-models cross-lingual bert pretrained-language-model language-model
Language:Python 2284
MinishLab / model2vec
Fast State-of-the-Art Static Embeddings
ai embeddings machine-learning model2vec nlp python sentence-transformers word-embeddings
Language:Python 1897
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 1651
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 1327
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 1012
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 868
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
data-augmentation deep-learning indic-languages nlp pytorch sentence-embeddings sentence-encoding sentence-similarity word-embeddings
Language:Python 836
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++ 710
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 602
ynqa / wego
Word Embeddings in Go!
word2vec glove machine-learning word-embeddings go nlp
Language:Go 504
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 492
imgarylai / bert-embedding
🔡 Token level embeddings from BERT model on mxnet and gluonnlp
natural-language-processing bert word-embeddings mxnet gluonnlp nlp
Language:Python 451
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 442
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 431
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 368
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 361
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
361
sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
adagrad autoencoder capsule-network cnn-math contractive-autonencoders cyclegan deep-learning-math deep-learning-mathematics deep-learning-scratch doc2vec few-shot-learning gans gru lstm-math nadam quick-thought rnn-derivation skip-thoughts tensorflow word-embeddings
Language:Jupyter Notebook 355
chakki-works / chakin
Simple downloader for pre-trained word vectors
machine-learning natural-language-processing word-embeddings word-vectors datasets
Language:Python 334
explosion / floret
🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy
fasttext fasttext-embeddings spacy subword-embeddings word-embeddings word-vectors
Language:C++ 325
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 291
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 285
gabrielspmoreira / chameleon_recsys
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
tensorflow deep-learning deep-neural-networks recommender-system recommendation-system recommendation-engine recommendation-algorithms news-recommendation lstm-neural-networks lstm lstm-neural-network rnn rnn-tensorflow word-embeddings word2vec
Language:Python 278
bloomberg / koan
A word2vec negative sampling implementation with correct CBOW update.
skipgram word2vec cpp cbow word-embeddings
Language:C++ 260
tolga-b / debiaswe
Remove problematic gender bias from word embeddings.
debias gender-equality nips-2016 social-justice word-embeddings word2vec
Language:Jupyter Notebook 251
vinhkhuc / JFastText
Java interface for fastText
machine-learning nlp java word-embeddings jni text-classification model-compression
Language:Java 244
devmount / GermanWordEmbeddings
Toolkit to obtain and preprocess German text corpora, train models and evaluate them with generated testsets. Built with Gensim and Tensorflow.
deep-learning deep-neural-networks evaluation gensim german-language model natural-language-processing neural-network nlp training word-embeddings word2vec
Language:Jupyter Notebook 239
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 225