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Nan Zhu's Projects

benchm-ml icon benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

bigdl icon bigdl

BigDL: Distributed Deep Learning Library for Apache Spark

brainsuck icon brainsuck

A simple optimizing Brainfuck compiler (used as demo for my QCon Beijing 2015 talk)

delta icon delta

An open-source storage layer that brings scalable, ACID transactions to Apache Spark™ and big data workloads.

dmlc-core icon dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

dr-elephant icon dr-elephant

Performance monitoring and tuning tool for Apache Hadoop

filodb icon filodb

Distributed. Columnar. Versioned. Streaming. SQL.

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