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advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

chinese-sequence-ner

chinese-sequence-ner多模型中文命名实体识别

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinese_nre

中文关系抽取

generative_adversarial_networks_101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

group-study

guided-denoise

The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL

imagenet-adversarial-training

ImageNet classifier with state-of-the-art adversarial robustness

nys-apx

An implementation of nystrom method for approximating infinite-dimensional sample in the feature space

opennre

An Open-Source Package for Neural Relation Extraction (NRE)

resnet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

self_pretraining

Self-pretraining code in python. A semi-supervised model for text classification.

the-way-to-go_zh_cn

《The Way to Go》中文译本，中文正式名《Go 入门指南》

transformers

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