59 results found Sort:

piskvorky
gensim piskvorky
4.4k
15.4k
lgpl-2.1
433
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 2 days ago
flairNLP
flair flairNLP
2.1k
13.7k
other
202
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
5,955 commits to master branch, last one 20 days ago
Embedding
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 7 months ago
srbhr
Resume-Matcher srbhr
1.8k
4.6k
apache-2.0
27
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 6 days ago
bentrevett
pytorch-sentiment-analysis bentrevett
1.2k
4.3k
mit
83
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
cnn nlp rnn bert lstm pytorch fasttext tutorial torchtext pytorch-nlp transformers word-embeddings pytorch-tutorial pytorch-tutorials sentiment-analysis cnn-text-classification lstm-sentiment-analysis sentiment-classification recurrent-neural-networks natural-language-processing
Created 2017-12-13
128 commits to main branch, last one 4 months ago
jbesomi
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 9 months ago
ddangelov
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
JasonKessler
scattertext JasonKessler
287
2.2k
apache-2.0
56
Beautiful visualizations of how language differs among document types.
d3 eda nlp word2vec sentiment stylometry stylometric text-mining scatter-plot text-as-data visualization topic-modeling word-embeddings machine-learning semiotic-squares japanese-language text-visualization exploratory-data-analysis natural-language-processing computational-social-science
Created 2016-07-21
388 commits to master branch, last one 3 months ago
Separius
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
plasticityai
magnitude plasticityai
118
1.6k
mit
38
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
omarsar
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
nlptown
nlp-notebooks nlptown
368
921
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
dselivanov
text2vec dselivanov
134
841
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
goru001
inltk goru001
164
813
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-toolkit
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
ncbi-nlp
BioSentVec ncbi-nlp
96
560
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
KristiyanVachev
Question-Generation KristiyanVachev
113
472
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
ynqa
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
Tixierae
deep_learning_NLP Tixierae
106
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
chakki-works
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
amanchadha
coursera-natural-language-processing-specialization amanchadha
310
298
mit
8
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 11 months ago
malllabiisc
WordGCN malllabiisc
64
288
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 3 years ago
gabrielspmoreira
chameleon_recsys gabrielspmoreira
79
276
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
bloomberg
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
vngrs-ai
vnlp vngrs-ai
17
241
agpl-3.0
8
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
nlp fasttext stemming word2vec deasciifier turkish-nlp deep-learning normalization number-to-words word-embeddings stopword-removal dependency-parsing sentence-splitting sentence-tokenizer sentiment-analysis spelling-correction morphological-analysis part-of-speech-tagging named-entity-recognition morphological-disambiguation
Created 2021-07-26
401 commits to main branch, last one 3 months ago
tolga-b
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
devmount
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
179 commits to master branch, last one 28 days ago
lgalke
vec4ir lgalke
41
227
mit
13
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
vinhkhuc
JFastText vinhkhuc
100
225
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
alexandrainst
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