Jinfeng Li's repositories
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
interpret-community
The Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
crows-pairs
This repository contains the data and code introduced in the paper "CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models" (EMNLP 2020).
aequitas
Bias and Fairness Audit Toolkit
GNNs-for-NLP
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
code-for-posts
code scripts for blog posts I published
BERT
modification of official bert for downstream task
OpenCC
Conversion between Traditional and Simplified Chinese
zh-NER-TF
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
zjuthesis
Zhejiang University Graduation Thesis/Design LaTeX template.
roberta_zh
RoBERTa中文预训练模型: RoBERTa for Chinese
saliency
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
bert_classification
利用bert预训练的中文模型进行文本分类 数据集中文情感分析语料chnsenticorp
python-pinyin
汉字转拼音(pypinyin)
pytorch-pretrained-BERT
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
gandissect
Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
Understanding-NN
Tensorflow tutorial for various Deep Neural Network visualization techniques
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
hugo-academic
The website designer for Hugo. Build and deploy a beautiful website in minutes :rocket:
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
SSAH
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval(CVPR2018)
adversarial-text
Generate adversarial text via gradient methods
SANDP
Seminar 2016