glove 开源项目推荐（454 个）

guillaumegenthial /sequence_tagging

命名实体识别（LSTM + CF）- TensorFlow

plasticityai /magnitude

A fast, efficient universal vector embedding utility package.

RubensZimbres /Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

guillaumegenthial /tf_ner

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

dselivanov /text2vec

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

zhezhaoa /ngram2vec

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

prakashpandey9 /Text-Classification-Pytorch

使用 PyTorch 中的深度学习模型进行文本分类

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、三元组抽取、预训练模型等。

ynqa /wego

Word Embeddings in Go!

khanhnamle1994 /natural-language-processing

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

ThoughtRiver /lmdb-embeddings

Fast word vectors with little memory usage in Python

pkmital /pycadl

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

oswaldoludwig /Seq2seq-Chatbot-for-Keras

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

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。

natasha /navec

Compact high quality word embeddings for Russian language

amansrivastava17 /embedding-as-service

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

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".

shayneobrien /coreference-resolution

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

keishinkickback /Pytorch-RNN-text-classification

Word Embedding + LSTM + FC

PrashantRanjan09 /WordEmbeddings-Elmo-Fasttext-Word2Vec

Using pre trained word embeddings (Fasttext, Word2Vec)