Embedding / Chinese-Word-Vectors

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100+ Chinese Word Vectors 上百种预训练中文词向量

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

Updated Aug 24, 2020
Python

tensorflow / hub

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A library for transfer learning by reusing parts of TensorFlow models.

python machine-learning tensorflow ml embeddings image-classification transfer-learning

Updated Oct 16, 2020
Python

PetrochukM / PyTorch-NLP

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Open

RuntimeError in torchnlp.nn._weight_drop wrapped by torch.nn.DataParallel

3

bloodwass commented Jun 17, 2019

Expected Behavior

I want to convert torch.nn.Linear modules to weight drop linear modules in my model (possibly big), and I want to train my model with multi-GPUs. However, I have RuntimeError in my sample code. First, I have _weight_drop() which drops some part of weights in torch.nn.Linear (see the code below).

Actual Behavior

RuntimeError: arguments are located on different GPUs at /

Support loading fasttext model from custom file

4

Open

Add GLUE datasets

6

Find more good first issues →

Hironsan / awesome-embedding-models

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A curated list of awesome embedding models tutorials, projects and communities.

machine-learning natural-language-processing awesome word2vec embeddings papers embedding-models

Updated Apr 7, 2019
Jupyter Notebook

plasticityai / magnitude

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A fast, efficient universal vector embedding utility package.

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

Updated Jul 17, 2020
Python

lilianweng / stock-rnn

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Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

embeddings lstm stock-price-prediction rnn-tensorflow

Updated Jan 10, 2019
Python

omoindrot / tensorflow-triplet-loss

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Implementation of triplet loss in TensorFlow

tensorflow embeddings triplet-loss online-triplet-mining

Updated May 9, 2019
Python

bheinzerling / bpemb

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Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

multilingual nlp natural-language-processing embeddings subword-embeddings

Updated Jul 17, 2020
Python

jasonwei20 / eda_nlp

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Data augmentation for NLP, presented at EMNLP 2019

nlp text-classification position cnn embeddings synonyms swap classification rnn sentence data-augmentation

Updated Oct 12, 2020
Python

MaxwellRebo / awesome-2vec

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Curated list of 2vec-type embedding models

list awesome embeddings

Updated Aug 21, 2020

yongzhuo / Keras-TextClassification

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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, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Updated Aug 26, 2020
Python

natasha / natasha

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Solves basic Russian NLP tasks, API for lower level Natasha projects

visualization python nlp syntax morphology tokenizer embeddings russian ner sentence-segmentation

Updated Aug 24, 2020
Python

wikipedia2vec / wikipedia2vec

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A tool for learning vector representations of words and entities from Wikipedia

python nlp natural-language-processing text-classification wikipedia embeddings

Updated May 16, 2020
Python

Santosh-Gupta / SpeedTorch

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Library for faster pinned CPU <-> GPU transfer in Pytorch

nlp machine-learning natural-language-processing gpu cuda pytorch embeddings sparse data-transfer cupy sparse-modeling cpu-pinned-tensors pytorch-variables gpu-transfer cuda-variables pytorch-tensors cuda-tensors embeddings-trained cpu-gpu-transfer pinned-cpu-tensors

Updated Feb 21, 2020
Python

eugeneyan / ml-surveys

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📋 Survey papers summarizing advances in machine learning.

nlp machine-learning reinforcement-learning computer-vision deep-learning embeddings survey recommender-system

Updated Sep 18, 2020

jiegzhan / multi-class-text-classification-cnn-rnn

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Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

text-classification tensorflow cnn embeddings kaggle lstm rnn

Updated Mar 23, 2018
Python

eliorc / node2vec

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Implementation of the node2vec algorithm.

deep-learning machine-learning-algorithms embeddings

Updated Oct 10, 2020
Python

monikkinom / ner-lstm

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Named Entity Recognition using multilayered bidirectional LSTM

natural-language-processing deep-neural-networks tensorflow recurrent-neural-networks embeddings lstm named-entity-recognition

Updated Mar 10, 2019
Python

mims-harvard / nimfa

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Nimfa: Nonnegative matrix factorization in Python

embeddings matrix-factorization latent-variable-models latent-features nonnegative-matrix-factorization

Updated Feb 14, 2020
Python

mhbashari / awesome-persian-nlp-ir

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Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources

natural-language-processing information-retrieval corpus language-detection embeddings named-entity-recognition normalizer spell-check persian-language stemmer dependency-parser persian-nlp part-of-speech-tagger morphological-analysis persian-stemmer shallow-parser

Updated Oct 7, 2020

jiegzhan / multi-class-text-classification-cnn

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Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

text-classification tensorflow cnn embeddings convolutional-neural-networks sentence-classification multi

Updated Mar 25, 2018
Python

ThoughtRiver / lmdb-embeddings

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Fast word vectors with little memory usage in Python

memory text word word2vec lmdb embeddings speed gensim glove vectors fasttext magnitude

Updated Feb 24, 2020
Python

oborchers / Fast_Sentence_Embeddings

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Compute Sentence Embeddings Fast!

cython embeddings gensim fse fasttext word2vec-model maxpooling document-similarity wordembedding sif sentence-similarity sentence-embeddings sentence-representation usif gensim-model swem

Updated Aug 5, 2020
Python

adobe / NLP-Cube

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Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

parse machine-translation embeddings information-extraction dependency-parser universal-dependencies part-of-speech-tagger dependency-parsing tokenization lemmatization sentence-splitting nlp-cube language-pipeline

Updated May 5, 2020
Python

mims-harvard / decagon

Star

Graph convolutional neural network for multirelational link prediction

deep-learning pharmacology embeddings representation-learning graph-convolutional-networks graph-neural-networks

Updated Sep 25, 2020
Jupyter Notebook

bamtercelboo / cw2vec

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cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

word2vec embeddings fasttext cw2vec stroke-information

Updated Jan 22, 2019
C++

vithursant / MagnetLoss-PyTorch

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PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

docker deep-learning anaconda cnn pytorch embeddings classification metric-learning

Updated Mar 26, 2018
Python

eBay / KPRN

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Reasoning Over Knowledge Graph Paths for Recommendation

embeddings knowledge-graph lstm rnn

Updated Jun 23, 2019
Lua

NYUMedML / DeepEHR

Star

Chronic Disease Prediction Using Medical Notes

open-source deep-learning embeddings medical nlp-machine-learning open-datasets clinical-data

Updated Sep 26, 2019
Python

uhh-lt / sensegram

Star

Making sense embedding out of word embeddings using graph-based word sense induction

word word2vec similarity embeddings wsd sense distributional jobimtext

Updated Mar 8, 2020
Python

embeddings

Here are 534 public repositories matching this topic...

Embedding / Chinese-Word-Vectors

tensorflow / hub

PetrochukM / PyTorch-NLP

RuntimeError in torchnlp.nn._weight_drop wrapped by torch.nn.DataParallel

Expected Behavior

Actual Behavior

Support loading fasttext model from custom file

Add GLUE datasets

Hironsan / awesome-embedding-models

plasticityai / magnitude

lilianweng / stock-rnn

omoindrot / tensorflow-triplet-loss

bheinzerling / bpemb

jasonwei20 / eda_nlp

MaxwellRebo / awesome-2vec

yongzhuo / Keras-TextClassification

natasha / natasha

wikipedia2vec / wikipedia2vec

Santosh-Gupta / SpeedTorch

eugeneyan / ml-surveys

jiegzhan / multi-class-text-classification-cnn-rnn

eliorc / node2vec

monikkinom / ner-lstm

mims-harvard / nimfa

mhbashari / awesome-persian-nlp-ir

jiegzhan / multi-class-text-classification-cnn

ThoughtRiver / lmdb-embeddings

oborchers / Fast_Sentence_Embeddings

adobe / NLP-Cube

mims-harvard / decagon

bamtercelboo / cw2vec

vithursant / MagnetLoss-PyTorch

eBay / KPRN

NYUMedML / DeepEHR

uhh-lt / sensegram

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embeddings

Here are 534 public repositories matching this topic...

Embedding / Chinese-Word-Vectors

tensorflow / hub

PetrochukM / PyTorch-NLP

RuntimeError in torchnlp.nn._weight_drop wrapped by torch.nn.DataParallel

Expected Behavior

Actual Behavior

Support loading fasttext model from custom file

Add GLUE datasets

Hironsan / awesome-embedding-models

plasticityai / magnitude

lilianweng / stock-rnn

omoindrot / tensorflow-triplet-loss

bheinzerling / bpemb

jasonwei20 / eda_nlp

MaxwellRebo / awesome-2vec

yongzhuo / Keras-TextClassification

natasha / natasha

wikipedia2vec / wikipedia2vec

Santosh-Gupta / SpeedTorch

eugeneyan / ml-surveys

jiegzhan / multi-class-text-classification-cnn-rnn

eliorc / node2vec

monikkinom / ner-lstm

mims-harvard / nimfa

mhbashari / awesome-persian-nlp-ir

jiegzhan / multi-class-text-classification-cnn

ThoughtRiver / lmdb-embeddings

oborchers / Fast_Sentence_Embeddings

adobe / NLP-Cube

mims-harvard / decagon

bamtercelboo / cw2vec

vithursant / MagnetLoss-PyTorch

eBay / KPRN

NYUMedML / DeepEHR

uhh-lt / sensegram

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