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Zhiyuan He's Projects

autoencoders icon autoencoders

Implementation of several different types of autoencoders

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

distml icon distml

DistML provide a supplement to mllib to support model-parallel on Spark

faster-rcnn icon faster-rcnn

Add ensemble, automated evaluation for origin code.

kubernetes icon kubernetes

Production-Grade Container Scheduling and Management

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

pai icon pai

Resource scheduling and cluster management for AI

pensieve icon pensieve

Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)

syntok icon syntok

Text tokenization and sentence segmentation (segtok v2)

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