25 results found Sort:

guillaumegenthial
sequence_tagging guillaumegenthial
705
1.9k
apache-2.0
73
Named Entity Recognition (LSTM + CRF) - Tensorflow
crf ner glove bi-lstm tensorflow state-of-art characters-embeddings named-entity-recognition conditional-random-fields
Created 2017-03-29
37 commits to master branch, last one 5 years ago
plasticityai
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
RubensZimbres
Repo-2017 RubensZimbres
683
1.2k
unknown
125
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
nlp glove keras t-sne opencv segnet word2vec resnet-50 autoencoder keras-layer keras-models deep-learning svm-classifier anomaly-detection sentiment-analysis denoising-autoencoders variational-autoencoder latent-dirichlet-allocation natural-language-processing generative-adversarial-network
Created 2016-12-17
320 commits to master branch, last one 2 years ago
guillaumegenthial
tf_ner guillaumegenthial
275
925
apache-2.0
43
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
ner glove tf-data lstm-crf conll-2003 tensorflow bi-lstm-crf tf-estimator state-of-the-art character-embeddings named-entity-recognition exponential-moving-average
Created 2018-09-16
17 commits to master branch, last one 5 years ago
dselivanov
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
zhezhaoa
ngram2vec zhezhaoa
174
838
unknown
63
Four word embedding models implemented in Python. Supporting arbitrary context features
svd ppmi word glove ngram n-gram analogy chinese word2vec embedding ngram2vec word-embedding
Created 2017-07-16
257 commits to master branch, last one 4 years ago
prakashpandey9
Text-Classification-Pytorch prakashpandey9
237
802
mit
21
Text classification using deep learning models in Pytorch
glove pytorch rnn-model lstm-model self-attention attention-model text-classification sentiment-classification
Created 2018-06-21
22 commits to master branch, last one 6 years ago
jasoncao11
nlp-notebook jasoncao11
106
489
mit
7
NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。
nlp bert gpt2 glove electra pytorch seq2seq textcnn bert-ner textrcnn skip-gram bert-chinese distill-bert textrcnn-bert bilstm-attention bilstm-crf-model fasttext-embeddings text-classification transformer-pytorch natural-language-processing
Created 2021-04-18
393 commits to master branch, last one about a year 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
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
pkmital
pycadl pkmital
68
366
apache-2.0
21
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
gan vae mooc dcgan glove celeba course nsynth magenta vae-gan wavenet cyclegan pixelcnn tutorial word2vec tensorflow conditional deep-learning autoregressive neural-network
Created 2017-09-05
43 commits to master branch, last one 5 years ago
luopeixiang
textclf luopeixiang
39
232
mit
6
TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。
svm bert drnn dpcnn glove pytorch textcnn textrnn word2vec configurable neuralclassifier sklearn-classify sentiment-analysis logistic-regression cnn-text-classification document-classification lstm-text-classification
Created 2019-03-24
18 commits to master branch, last one 2 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
shayneobrien
coreference-resolution shayneobrien
61
185
unknown
7
Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).
nlp perl arxiv conll coref glove python turian pytorch char-cnn ontonotes machine-learning reimplementation coreference-resolution
Created 2018-05-04
84 commits to master branch, last one 5 years ago
natasha
navec natasha
17
173
mit
10
Compact high quality word embeddings for Russian language
nlp glove python russian word2vec embeddings quantization
Created 2019-05-30
141 commits to master branch, last one 11 months ago
keishinkickback
Pytorch-RNN-text-classification keishinkickback
37
155
unknown
8
Word Embedding + LSTM + FC
gru rnn lstm glove pytorch word-embedding text-classification
Created 2017-11-07
17 commits to master branch, last one about a month 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 4 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
finalfusion
finalfusion-rust finalfusion
10
91
other
3
finalfusion embeddings in Rust
glove fasttext word2vec embeddings finalfusion rust-library
Created 2019-03-19
267 commits to main branch, last one 8 months ago
dsindex
ntagger dsindex
13
86
unknown
8
reference pytorch code for named entity tagging
crf dsa ner bert glove bilstm pruning pytorch densenet quantization transformers sequence-labeling multitask-learning
Created 2019-12-04
703 commits to master branch, last one about a year ago
DiceTechJobs
VectorsInSearch DiceTechJobs
15
83
apache-2.0
17
Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon m...
lsh bert elmo solr glove kmeans lucene vector word2vec quantization elasticsearch invertedindex search-engine semantic-search inverted-indexes conceptual-search kmeans-quantization vector-quantization information-retrieval locality-sensitive-hashing
Created 2018-10-12
31 commits to master branch, last one 5 years ago
brannondorsey
GloVe-experiments brannondorsey
19
66
mit
5
GloVe word vector embedding experiments (similar to Word2Vec)
nlp glove k-means word2vec word-game embeddings glove-vectors glove-embeddings machine-learning k-nearest-neighbors
Created 2017-01-21
19 commits to master branch, last one 4 years ago
ezgisubasi
turkish-tweets-sentiment-analysis ezgisubasi
14
60
unknown
2
This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.
nlp glove keras tweets n-grams zemberek turkish-nlp zemberek-nlp deep-learning glove-embeddings turkish-language data-visualization sentiment-analysis text-preprocessing twitter-sentiment-analysis
Created 2021-06-24
53 commits to main branch, last one 8 months ago
ashishsalunkhe
DeepSpamReview-Detection-of-Fake-Reviews-on-Online-Review-Platforms-using-DeepLearning-Architectures ashishsalunkhe
14
56
unknown
1
DeepSpamReview: Detection of Fake Reviews on Online Review Platforms using Deep Learning Architectures. Summer Internship project at CoreView Systems.
cnn lstm glove attention embeddings fake-reviews deep-learning-architectures
Created 2019-06-20
36 commits to master branch, last one 2 years ago
dsindex
iclassifier dsindex
15
44
unknown
4
reference pytorch code for intent classification
cnn dsa sst bert onnx glove snips pruning pytorch densenet onnxruntime optimization quantization transformers intent-classification sentence-classification
Created 2019-11-12
910 commits to master branch, last one 2 years ago