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Haoyi's Projects

cudahammingmean icon cudahammingmean

Fastest GPU implementation of a brute-force Hamming-weight matrix sum/mean for 512-bit binary descriptors.

etdataset icon etdataset

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

informer2020 icon informer2020

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

jat2022 icon jat2022

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

lightgbm icon 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 icon lshbox

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

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

polla icon polla

The official implementation of POLLA.

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

walk-transformer icon walk-transformer

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

xgboost icon 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

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