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996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

antnre

AntNLP Neural Relation Extraction

awesome-fast-attention

list of efficient attention modules

capsule-network-tutorial

Pytorch easy-to-follow Capsule Network tutorial

ccks2020-task8

军事装备试验鉴定是指通过规范化的组织形式和试验活动，对被试对象进行全面考核并作出评价结论的国家最高检验行为，涵盖方法、技术、器件、武器系统、平台系统、体系、训练演习等领域，涉及面广、专业性强。 近年来，自然语言理解和人工智能技术飞速发展，日趋成为推动大数据建设的重要力量。试验鉴定由于试验目的的不同、被试对象的特点、武器系统的特性，有着自身较为特殊的语言形式，自然语言处理技术服务于该领域大数据建设的效果如何、基线在哪里，是总体单位非常关注的问题。 为此，我们以命名实体识别任务为切入点，逐步开展这方面的工作，以期通过评测的形式，促进交流、掌握基线、提升技术水平，遴选优秀技术为相关项目建设提供参考，共同推动试验鉴定领域大数据建设。

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

cnn-relation-extraction

Implementation of Relation Classification via Convolutional Deep Neural Network.

convseg

Convolutional neural network and word embeddings for Chinese word segmentation

copy_re

Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"

crcnn-pytorch

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

fantastic-octo-couscous

font

gcn-pytorch

Graph Convolution Network for PyTorch

gitskills

glove

GloVe model for distributed word representation

hanlp

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

learngit

lstm-crf-pytorch-faster

A more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL:https://pytorch.org/tutorials/beginner/nlp/advanced_tutorial.html).

pygcn

Graph Convolutional Networks in PyTorch

pytorch-tutorial

Build your neural network easy and fast

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

robustre

tlrel

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tutorials

机器学习相关教程

typora

img and note regulation

xmind2csv

a small plugin