P3n9W31's repositories
transformer-pytorch
Transformer model for Chinese-English translation.
quic_draft_zh
QUIC 协议的概念设计和协议规范中文文档
AttentionRNN
Attention-based RNN model for Chinese-English translation
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
ccf_2020_qa_match
ccf 2020 qa match competition top1
cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
FGPM
Adversarial Training with Fast Gradient Projection Method against Synonym Substitution based Text Attacks
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
mrc-for-flat-nested-ner
Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
nlpaug
Data augmentation for NLP
PWWS
Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
RIPPLe
Code for the paper "Weight Poisoning Attacks on Pre-trained Models" (ACL 2020)
SEM
Code for Natural Language Adversarial Attacks and Defenses in Word Level
SememePSO-Attack
Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"
sklearn-doc-zh
:book: [译] scikit-learn（sklearn） 中文文档
text_classification
使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,bert,bert-cnn,bert-rnn,bert-rcnn,han,xlnet等等做文本分类，以及对比
TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP
TextAttack-Search-Benchmark
EMNLP BlackBox NLP 2020: Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
transformers-tutorials
Github repo with tutorials to fine tune transformers for diff NLP tasks
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.