44 results found Sort:

piskvorky
gensim piskvorky
4.4k
15.3k
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
4,516 commits to develop branch, last one 13 days ago
brightmart
text_classification brightmart
2.6k
7.8k
mit
299
all kinds of text classification models and more with deep learning
nlp textcnn textrnn fasttext tensorflow multi-class multi-label classification memory-networks attention-mechanism text-classification sentence-classification convolutional-neural-networks
Created 2017-05-30
325 commits to master branch, last one about a year 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
duoergun0729
nlp duoergun0729
555
2.3k
unknown
84
兜哥出品 <一本开源的NLP入门书籍>
ai nlp fasttext security word2vec
Created 2018-04-02
87 commits to master branch, last one 4 years ago
Kyubyong
wordvectors Kyubyong
391
2.2k
mit
91
Pre-trained word vectors of 30+ languages
vector fasttext language word2vec
Created 2016-12-21
8 commits to master branch, last one 6 years ago
yongzhuo
Keras-TextClassification yongzhuo
403
1.7k
mit
34
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, R...
han nlp bert crnn dcnn leam rcnn dpcnn keras vdcnn xlnet albert capsule charcnn textcnn fasttext embeddings transformer text-classification keras-textclassification
Created 2019-06-13
138 commits to master branch, last one 5 months 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
msgi
nlp-journey msgi
380
1.6k
apache-2.0
62
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Tran...
crf lda ner svm bert elmo keras gensim fasttext word2vec attention embedding similarity tensorflow classification
Created 2019-04-22
36 commits to master branch, last one 6 months ago
chenyuntc
PyTorchText chenyuntc
362
1.1k
mit
47
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
nlp lstm pytorch textcnn textrnn fasttext textrcnn
Created 2017-08-16
10 commits to master branch, last one 6 years ago
brightmart
bert_language_understanding brightmart
211
959
unknown
49
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
nlp textcnn fasttext bert-model pre-training language-model self-attention transfer-learning question-answering text-classification transformer-encoder language-understanding document-classification attention-is-all-you-need
Created 2018-10-23
101 commits to master branch, last one 5 years ago
ShawnyXiao
TextClassification-Keras ShawnyXiao
187
817
mit
23
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
han nlp rcnn keras textcnn textrnn fasttext text-classification
Created 2019-01-03
27 commits to master branch, last one 4 years ago
mayabot
mynlp mayabot
90
668
apache-2.0
30
一个生产级、高性能、模块化、可扩展的中文NLP工具包。（中文分词、平均感知机、fastText、拼音、新词发现、分词纠错、BM25、人名识别、命名实体、自定义词典）
nlp pinyin segment fasttext starspace
Created 2017-12-10
570 commits to master branch, last one 5 months ago
oborchers
Fast_Sentence_Embeddings oborchers
83
612
gpl-3.0
12
Compute Sentence Embeddings Fast!
fse sif swem usif cython gensim fasttext embeddings maxpooling gensim-model wordembedding word2vec-model document-similarity sentence-embeddings sentence-similarity sentence-representation
Created 2019-06-06
168 commits to master branch, last one 2 years ago
ncbi-nlp
BioSentVec ncbi-nlp
96
556
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
ThoughtRiver
lmdb-embeddings ThoughtRiver
30
414
gpl-3.0
19
Fast word vectors with little memory usage in Python
lmdb text word glove speed gensim memory vectors fasttext word2vec magnitude embeddings
Created 2018-09-03
61 commits to master branch, last one 3 years ago
JackHCC
Chinese-Text-Classification-PyTorch JackHCC
43
291
unknown
2
中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention, DPCNN, Transformer，Bert，ERNIE），开箱即用！
cnn nlp rnn bert rcnn dpcnn ernie pytorch fasttext transformer attention-mechanism text-classification
Created 2022-06-10
5 commits to master branch, last one 10 months ago
dalinvip
cw2vec dalinvip
66
274
apache-2.0
11
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
cw2vec fasttext word2vec embeddings stroke-information
Created 2018-05-03
23 commits to master branch, last one about a year ago
vngrs-ai
vnlp vngrs-ai
17
239
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 2 months ago
lettergram
sentence-classification lettergram
35
235
other
8
Sentence Classifications with Neural Networks
cnn rnn fasttext neural-network hyperparameter-tuning sentence-classification
Created 2019-01-03
47 commits to master branch, last one 3 years ago
amansrivastava17
embedding-as-service amansrivastava17
29
202
mit
10
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
ai nlp bert glove xlnet albert ulmfit encoder roberta fasttext word2vec embedding embeddings tensorflow transformer deep-learning word-embedding bert-as-service sentence-encoding embedding-as-service
Created 2019-05-29
396 commits to master branch, last one about a year ago
loretoparisi
fasttext.js loretoparisi
28
187
mit
8
FastText for Node.js
nodejs fasttext word2vec javascript deeplearning machinelearning neural-networks word-embeddings language-detection text-classification
Created 2017-05-04
117 commits to master branch, last one about a year ago
zhufz
nlp_research zhufz
48
184
mit
5
NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务
ner nlp bert dcnn elmo esim irqa kbqa abcnn dpcnn match capsule fasttext research text-cnn word2vec fast-text transformer match-pyramid classification
Created 2019-04-29
228 commits to master branch, last one about a year ago
prrao87
fine-grained-sentiment prrao87
72
165
mit
9
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
nlp flair python pytorch fasttext transformers sentiment-analysis text-classification
Created 2019-06-04
138 commits to master branch, last one 2 years ago
willard-yuan
cvt willard-yuan
38
164
unknown
8
CVT, a Computer Vision Toolkit.
opq cbir hnsw sift covdet vlfeat fasttext image-matching int8-quantization
Created 2015-11-25
192 commits to master branch, last one about a year ago
avidale
compress-fasttext avidale
12
163
mit
5
Tools for shrinking fastText models (in gensim format)
nlp python fasttext word-embeddings fasttext-embeddings
Created 2020-02-21
40 commits to master branch, last one 29 days ago
oscar-project
ungoliant oscar-project
14
152
apache-2.0
2
:spider: The pipeline for the OSCAR corpus
nlp oscar crawler fasttext commoncrawl common-crawl corpus-linguistics language-classification
Created 2021-02-15
419 commits to main branch, last one 6 months ago
Renovamen
Text-Classification Renovamen
29
135
mit
4
PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类
cnn han nlp lstm textcnn fasttext transformer bilstm-attention text-classification document-classification hierarchical-attention-networks
Created 2020-06-16
18 commits to master branch, last one 3 years ago
vyraun
Half-Size vyraun
24
126
unknown
9
Code for "Effective Dimensionality Reduction for Word Embeddings".
pca glove fasttext nips-2017 wordembedding
Created 2017-08-11
67 commits to master branch, last one 3 years ago
TharinduDR
Simple-Sentence-Similarity TharinduDR
37
101
apache-2.0
9
Exploring the simple sentence similarity measurements using word embeddings
wmd elmo glove ipynb python fasttext word2vec word-embeddings sentence-embeddings sentence-similarity
Created 2018-11-07
171 commits to master branch, last one about a year ago
IlyaGusev
tgcontest IlyaGusev
25
95
apache-2.0
8
Telegram Data Clustering contest solution by Mindful Squirrel
cpp nlp fasttext clustering data-science classification machine-learning document-similarity
Created 2019-11-19
618 commits to master branch, last one 2 years ago