Search Results - RepositoryStats

4.4k

15.4k

lgpl-2.1

432

Topic Modelling for Humans

nlp gensim python fasttext word2vec data-mining data-science neural-network topic-modeling word-embeddings word-similarity machine-learning document-similarity information-retrieval natural-language-processing

Created 2011-02-10

4,526 commits to develop branch, last one 15 days ago

flair flairNLP

2.1k

13.7k

other

201

A very simple framework for state-of-the-art Natural Language Processing (NLP)

nlp pytorch word-embeddings machine-learning sequence-labeling semantic-role-labeling named-entity-recognition natural-language-processing

Created 2018-06-11

5,966 commits to master branch, last one 12 days ago

Chinese-Word-Vectors Embedding

2.3k

11.7k

apache-2.0

286

100+ Chinese Word Vectors 上百种预训练中文词向量

chinese embedding embeddings vectors-trained word-embeddings chinese-word-segmentation

Created 2018-01-09

134 commits to master branch, last one 8 months ago

Resume-Matcher srbhr

1.8k

4.7k

apache-2.0

25

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.

ats nextjs python resume typescript hacktoberfest resume-parser vector-search resume-builder text-similarity word-embeddings machine-learning applicant-tracking-system natural-language-processing

Created 2020-04-08

359 commits to main branch, last one 20 days ago

pytorch-sentiment-analysis bentrevett

1.2k

4.3k

mit

83

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Created 2017-12-13

128 commits to main branch, last one 5 months ago

Top2Vec ddangelov

368

2.9k

bsd-3-clause

38

Top2Vec learns jointly embedded topic, document and word vectors.

bert top2vec text-search topic-search topic-vector topic-modeling semantic-search topic-modelling word-embeddings sentence-encoder document-embedding sentence-transformers text-semantic-similarity pre-trained-language-models

Created 2020-03-20

335 commits to master branch, last one 7 months ago

texthero jbesomi

240

2.9k

mit

42

Text preprocessing, representation and visualization from zero to hero.

nlp texthero text-mining nlp-pipeline text-clustering word-embeddings machine-learning text-preprocessing text-visualization text-representation

Created 2020-04-06

277 commits to master branch, last one 10 months ago

scattertext JasonKessler

287

2.2k

apache-2.0

55

Beautiful visualizations of how language differs among document types.

Created 2016-07-21

388 commits to master branch, last one 3 months ago

awesome-sentence-embedding Separius

259

2.2k

gpl-3.0

77

A curated list of pretrained sentence and word embedding models

nlp bert awesome awesome-list cross-lingual wordembedding language-model subword-models word-embeddings embedding-models natural-language pretrained-models sentence-embeddings pretrained-embedding unsupervised-learning sentence-representations pretrained-language-model contextualized-representation

This repository has been archived (exclude archived)

Created 2018-12-10

200 commits to master branch, last one 3 years ago

magnitude plasticityai

118

1.6k

mit

37

A fast, efficient universal vector embedding utility package.

nlp fast glove gensim python vectors fasttext word2vec embeddings word-embeddings machine-learning memory-efficient machine-learning-library natural-language-processing

Created 2018-02-24

350 commits to master branch, last one 3 years ago

nlp_overview omarsar

202

1.3k

mit

240

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

cnn nlp rnn deep-learning word-embeddings reinforcement-learning

Created 2018-10-20

126 commits to master branch, last one 4 years ago

nlp-notebooks nlptown

368

922

unknown

32

A collection of notebooks for Natural Language Processing from NLP Town

nlp text-mining deep-learning word-embeddings artificial-intelligence natural-language-processing

Created 2018-04-30

68 commits to master branch, last one 2 years ago

text2vec dselivanov

134

842

other

55

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

glove word2vec text-mining vectorization topic-modeling word-embeddings latent-dirichlet-allocation natural-language-processing

Created 2015-08-05

634 commits to master branch, last one 7 months ago

inltk goru001

164

812

mit

36

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 pytorch deep-learning indic-languages word-embeddings data-augmentation sentence-encoding sentence-embeddings sentence-similarity

Created 2019-03-23

97 commits to master branch, last one about a year ago

meta meta-toolkit

233

686

mit

62

A Modern C++ Data Sciences Toolkit

nlp pos-tag c-plus-plus nlp-parsing search-engine text-analysis inverted-index text-analytics word-embeddings graph-algorithms language-modeling text-classification

Created 2014-02-02

2,439 commits to master branch, last one 6 years ago

BioSentVec ncbi-nlp

97

564

other

17

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

bionlp pubmed fasttext sent2vec mimic-iii word-embeddings sentence-embeddings sentence-similarity natural-language-processing

Created 2018-09-19

30 commits to master branch, last one 2 years ago

Question-Generation KristiyanVachev

114

473

gpl-3.0

15

Generating multiple choice questions from text using Machine Learning.

ai nlp quiz spacy spacy-nlp naive-bayes word-embeddings machine-learning cosine-similarity question-generator question-generation questions-and-answers

Created 2018-12-27

35 commits to master branch, last one 2 years ago

wego ynqa

40

461

apache-2.0

17

Word Embeddings (e.g. Word2Vec) in Go!

go nlp glove word2vec word-embeddings machine-learning

Created 2017-01-30

266 commits to master branch, last one about a year ago

deep_learning_NLP Tixierae

104

436

unknown

29

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

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

Created 2017-03-29

105 commits to master branch, last one 4 years ago

chakin chakki-works

49

335

mit

18

Simple downloader for pre-trained word vectors

datasets word-vectors word-embeddings machine-learning natural-language-processing

Created 2017-05-19

41 commits to master branch, last one 5 years ago

coursera-natural-language-processing-specialization amanchadha

311

301

mit

9

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

nlp course coursera assignments deeplearning word-vectors deep-learning specialization deeplearning-ai word-embeddings machine-learning natural-language sentiment-analysis coursera-assignment nlp-machine-learning artificial-intelligence coursera-specialization natural-language-processing natural-language-understanding

Created 2020-07-10

35 commits to master branch, last one about a year ago

WordGCN malllabiisc

64

289

apache-2.0

14

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

gcn acl2019 tensorflow word-embeddings deep-learning-tutorial natural-language-processing graph-convolutional-networks

Created 2019-05-17

58 commits to master branch, last one 4 years ago

chameleon_recsys gabrielspmoreira

79

277

mit

26

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

rnn lstm word2vec tensorflow deep-learning rnn-tensorflow word-embeddings recommender-system lstm-neural-network news-recommendation deep-neural-networks lstm-neural-networks recommendation-engine recommendation-system recommendation-algorithms

Created 2018-09-23

26 commits to master branch, last one 3 years ago

koan bloomberg

18

261

apache-2.0

10

A word2vec negative sampling implementation with correct CBOW update.

cpp cbow skipgram word2vec word-embeddings

Created 2020-12-10

4 commits to main branch, last one 2 years ago

vnlp vngrs-ai

17

242

agpl-3.0

8

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

Created 2021-07-26

401 commits to main branch, last one 3 months ago

debiaswe tolga-b

89

241

mit

8

Remove problematic gender bias from word embeddings.

debias word2vec nips-2016 social-justice gender-equality word-embeddings

Created 2016-12-25

24 commits to master branch, last one 2 years ago

GermanWordEmbeddings devmount

50

233

mit

12

Toolkit to obtain and preprocess German text corpora, train models and evaluate them with generated testsets. Built with Gensim and Tensorflow.

nlp model gensim training word2vec evaluation deep-learning neural-network german-language word-embeddings deep-neural-networks natural-language-processing

Created 2015-05-22

181 commits to master branch, last one 9 days ago

JFastText vinhkhuc

101

227

other

23

Java interface for fastText

jni nlp java word-embeddings machine-learning model-compression text-classification

Created 2017-02-05

57 commits to master branch, last one about a year ago

vec4ir lgalke

41

227

mit

12

Word Embeddings for Information Retrieval

nlp embeddings evaluation data-science retrieval-model word-embeddings embedding-models similarity-scoring information-retrieval natural-language-processing

Created 2017-03-22

390 commits to master branch, last one 8 months ago

danlp alexandrainst

33

193

bsd-3-clause

18

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

nlp danish nlp-library part-of-speech word-embeddings machine-learning named-entity-recognition natural-language-processing

Created 2019-06-24

366 commits to master branch, last one 2 years ago