45 results found Sort:

piskvorky
gensim piskvorky
4.4k
15.7k
lgpl-2.1
430
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
4,534 commits to develop branch, last one 3 months ago
brightmart
text_classification brightmart
2.6k
7.9k
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 2 years ago
bentrevett
pytorch-sentiment-analysis bentrevett
1.2k
4.4k
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 10 months ago
duoergun0729
nlp duoergun0729
559
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 5 years ago
Kyubyong
wordvectors Kyubyong
391
2.2k
mit
90
Pre-trained word vectors of 30+ languages
vector fasttext language word2vec
Created 2016-12-21
8 commits to master branch, last one 7 years ago
yongzhuo
Keras-TextClassification yongzhuo
405
1.8k
mit
35
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 11 months ago
plasticityai
magnitude plasticityai
120
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 4 years ago
chenyuntc
PyTorchText chenyuntc
364
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 6 years ago
ShawnyXiao
TextClassification-Keras ShawnyXiao
187
817
mit
22
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
89
678
apache-2.0
29
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 11 months ago
oborchers
Fast_Sentence_Embeddings oborchers
83
618
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
99
578
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
417
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 4 years ago
JackHCC
Chinese-Text-Classification-PyTorch JackHCC
50
350
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 about a year 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
248
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 8 months ago
lettergram
sentence-classification lettergram
36
237
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
30
204
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 2 years ago
loretoparisi
fasttext.js loretoparisi
29
194
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
49
185
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 2 years ago
avidale
compress-fasttext avidale
13
173
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 6 months ago
prrao87
fine-grained-sentiment prrao87
72
167
mit
8
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
140 commits to master branch, last one 3 months 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 2 years ago
oscar-project
ungoliant oscar-project
14
162
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 about a year ago
Renovamen
Text-Classification Renovamen
29
141
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
128
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 4 years ago
LlmKira
fast-langdetect LlmKira
5
127
mit
2
⚡️ 80x faster language detection with Fasttext | Split text by language for TTS
svc tts i18n fasttext detect-languages languagedetector language-identification
Created 2024-01-17
44 commits to main branch, last one about a month ago
TharinduDR
Simple-Sentence-Similarity TharinduDR
37
100
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
177 commits to master branch, last one 3 months ago
IlyaGusev
tgcontest IlyaGusev
24
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 3 years ago