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glove

Here are 274 public repositories matching this topic...

guillaumegenthial / sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

tensorflow crf named-entity-recognition glove ner conditional-random-fields bi-lstm state-of-art characters-embeddings

Updated Oct 16, 2020
Python

plasticityai / magnitude

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 Feb 23, 2021
Python

RubensZimbres / Repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

nlp opencv natural-language-processing deep-learning sentiment-analysis word2vec keras generative-adversarial-network autoencoder glove t-sne segnet keras-models keras-layer latent-dirichlet-allocation denoising-autoencoders svm-classifier resnet-50 anomaly-detection variational-autoencoder

Updated Dec 6, 2021
Python

guillaumegenthial / tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

tensorflow named-entity-recognition glove ner tf-data exponential-moving-average character-embeddings bi-lstm-crf conll-2003 state-of-the-art lstm-crf tf-estimator

Updated Dec 18, 2018
Python

dselivanov / text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

natural-language-processing text-mining word2vec word-embeddings efficiency topic-modeling vignette glove vectorization latent-dirichlet-allocation

Updated Sep 19, 2020
R

zhezhaoa / ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

word word2vec chinese glove ngram svd embedding analogy ppmi word-embedding n-gram ngram2vec

Updated Aug 22, 2019
Python

prakashpandey9 / Text-Classification-Pytorch

Text classification using deep learning models in Pytorch

text-classification pytorch lstm-model glove rnn-model sentiment-classification attention-model self-attention

Updated Nov 17, 2018
Python

khanhnamle1994 / natural-language-processing

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

machine-learning natural-language-processing deep-learning word2vec glove

Updated Feb 22, 2018
Python

ThoughtRiver / lmdb-embeddings

Fast word vectors with little memory usage in Python

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

Updated Jun 26, 2021
Python

pkmital / pycadl

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

tutorial course deep-learning neural-network mooc tensorflow word2vec gan dcgan pixelcnn vae glove wavenet magenta autoregressive celeba conditional vae-gan cyclegan nsynth

Updated Feb 9, 2022
Python

ynqa / wego

Sponsor

Word Embeddings (e.g. Word2Vec) in Go!

nlp go machine-learning word2vec word-embeddings glove

Updated Mar 2, 2021
Go

oswaldoludwig / Seq2seq-Chatbot-for-Keras

This repository contains a new generative model of chatbot based on seq2seq modeling.

nlp deep-learning chatbot dialogue keras generative-adversarial-network gan seq2seq glove conversational-agents dialogue-generation

Updated Feb 17, 2019
Python

cbaziotis / datastories-semeval2017-task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

nlp twitter deep-learning sentiment-analysis neural-network word-embeddings keras embeddings lstm attention deeplearning glove computational-linguistics semeval attention-mechanism keras-models nlp-machine-learning twitter-messages semeval-sentiment

Updated Jun 8, 2018
Python

amansrivastava17 / embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

nlp ai deep-learning tensorflow encoder word2vec embeddings transformer glove fasttext albert embedding bert word-embedding roberta ulmfit sentence-encoding bert-as-service xlnet embedding-as-service

Updated Feb 10, 2022
Python

shayneobrien / coreference-resolution

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

python nlp machine-learning perl conll pytorch reimplementation arxiv glove ontonotes coreference-resolution char-cnn coref turian

Updated Jan 11, 2021
Perl

luopeixiang / textclf

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。

sentiment-analysis label svm word2vec pytorch logistic-regression document-classification glove configurable bert sklearn-classify drnn textcnn textrnn cnn-text-classification dpcnn lstm-text-classification neuralclassifier

Updated Apr 7, 2022
Python

PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec

Using pre trained word embeddings (Fasttext, Word2Vec)

nlp word2vec classification gensim glove fair fasttext ai2 wordembedding wordembeddings glove-embeddings gensim-word2vec elmo-8 allennlp fasttext-python

Updated Jun 19, 2018
Python

jasoncao11 / nlp-notebook

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、句子相似度判断等。

nlp natural-language-processing text-classification pytorch seq2seq glove skip-gram bert textcnn dpcnn bilstm-crf-model textrcnn fasttext-embeddings bilstm-attention bert-chinese gpt2 bert-ner transformer-pytorch textrcnn-bert distill-bert

Updated Apr 3, 2022
Python

pandeykartikey / Hierarchical-Attention-Network

Implementation of Hierarchical Attention Networks in PyTorch

nlp deep-learning word2vec pytorch gru document-classification glove hierarchical-attention-networks

Updated Oct 22, 2018
Jupyter Notebook

keishinkickback / Pytorch-RNN-text-classification

Word Embedding + LSTM + FC

text-classification pytorch lstm gru rnn glove word-embedding

Updated Jul 9, 2019
Python

navec

natasha / navec

Compact high quality word embeddings for Russian language

python nlp word2vec embeddings russian glove quantization

Updated Jan 14, 2022
Python

vyraun / Half-Size

Code for "Effective Dimensionality Reduction for Word Embeddings".

pca glove fasttext wordembedding nips-2017

Updated Apr 17, 2021
Python

siyuanzhao / automated-essay-grading

Source code for the paper A Memory-Augmented Neural Model for Automated Grading

kaggle-competition glove automated-essay-scoring memory-networks

Updated Sep 2, 2019
Python

TharinduDR / Simple-Sentence-Similarity

Exploring the simple sentence similarity measurements using word embeddings

python word2vec word-embeddings ipynb glove fasttext wmd sentence-similarity sentence-embeddings elmo

Updated Sep 18, 2020
Jupyter Notebook

guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer

Sponsor

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

neural-network tensorflow gpu word2vec word-embeddings gpu-acceleration gpu-tensorflow cosine-similarity glove glove-embeddings tensorflow-layers

Updated Oct 13, 2018
Jupyter Notebook

dsindex / ntagger

reference pytorch code for named entity tagging

crf transformers pytorch densenet pruning glove quantization ner bert sequence-labeling dsa bilstm multitask-learning

Updated Dec 7, 2021
Python

DiceTechJobs / VectorsInSearch

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 my conceptual search and semantic search work from 2015

search-engine elasticsearch information-retrieval solr word2vec vector lsh locality-sensitive-hashing lucene kmeans glove quantization semantic-search bert invertedindex conceptual-search vector-quantization kmeans-quantization elmo inverted-indexes

Updated May 12, 2021
Python

ShomyLiu / pytorch_bert_elmo_example

A text classification example with Bert/ELMo/GloVe in pytorch

text-classification pytorch glove bert elmo

Updated Oct 6, 2020
Python

brannondorsey / GloVe-experiments

GloVe word vector embedding experiments (similar to Word2Vec)

nlp machine-learning word2vec embeddings glove k-means word-game glove-vectors glove-embeddings k-nearest-neighbors

Updated May 27, 2020
Python

finalfusion / finalfusion-rust

finalfusion embeddings in Rust

word2vec embeddings rust-library glove fasttext finalfusion

Updated Dec 18, 2021
Rust

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