Haoyi

Informer2020. The GitHub repository for the paper "Informer" accepted by AAAI 2021.

ETDataset. The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

TripletAttention. The official implementation of Triplet Attention.

JAT2022. The GitHub repository for the paper "JAT" accepted by NeurIPS 2022.

PYTORCH_LEARNING. 书籍：深度学习框架pytorch入门与实践

POLLA. The official implementation of POLLA.

xgboost. Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

scientific-visualization-book. An open access book on scientific visualization using python and matplotlib

LightGBM. A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

LSHBOX. A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.

vim.config. Configuration for VIM