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han-text-classification

hierarchicalattentionnetworksfordocumentclassification

Hierarchical Attention Network for document classification

kashgari

Simple, Keras-powered multilingual NLP framework, allows you to build your models in 5 minutes for named entity recognition (NER), part-of-speech tagging (PoS) and text classification tasks. Includes BERT and word2vec embedding.

keras

Deep Learning for humans

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

keras-cn

Chinese keras documents with more examples, explanations and tips.

keras-learning

keras document learning

keras-pos-embd

Position embedding layers in Keras

keras-transfer-learning-for-oxford102

Keras pretrained models (VGG16, InceptionV3, Resnet50, Resnet152) + Transfer Learning for predicting classes in the Oxford 102 flower dataset

learning-nlp

nlp in action

lectures

Oxford Deep NLP 2017 course

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

lihang-code

《统计学习方法》的代码实现

matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

megatron-lm

Ongoing research training transformer models at scale

mimn

ml-tutorial-experiment

Coding the Machine Learning Tutorial for Learning to Learn

models

Models built with TensorFlow

mosesdecoder

Moses, the machine translation system

multi-label-classification

code for my article on multi-label classification. https://www.analyticsvidhya.com/blog/2017/08/introduction-to-multi-label-classification/

namas

Neural Attention Model for Abstractive Summarization

ner-lstm

Named Entity Recognition using multilayered bidirectional LSTM

ner-lstm-crf

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

nlp-paper

NLP Paper

nlp-paper-1

自然语言处理领域下的对话语音领域，整理相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp-tutorial-1

A list of NLP(Natural Language Processing) tutorials

nlper-interview

该仓库主要记录 NLP 算法工程师相关的面试题