Xi Huang's starred repositories
Um-Classification
A simple demo for the paper "Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification"
awesome-code-review
An "Awesome" list of code review resources - articles, papers, tools, etc
hugo-theme-meme
😝 You can’t spell awesome without MemE!
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
BERT-Tickets
[NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Zhangyang Wang, Michael Carbin
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
parsing-techniques
📕 parsing techniques 中文译本——《解析技术》
vscode-cpptools
Official repository for the Microsoft C/C++ extension for VS Code.
text-classification-surveys
文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。
SelectiveMasking
Source code for "Train No Evil: Selective Masking for Task-Guided Pre-Training"
dont-stop-pretraining
Code associated with the Don't Stop Pretraining ACL 2020 paper
AGI-Papers
Papers and Book to look at when starting AGI 📚
backtrader
Python Backtesting library for trading strategies