zhengruifeng

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Databricks

Beijing, China

Ruifeng Zheng's repositories

spark-libFM

An implement of Factorization Machines (LibFM)

Language:ScalaApache-2.0248 34 16

SparkGBM

Spark-based GBM

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spark

Mirror of Apache Spark

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aexpy

AexPy /eɪkspaɪ/ is Api EXplorer in PYthon for detecting API breaking changes in Python packages. (ISSRE'22)

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arrow

Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

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arrow-datafusion

Apache Arrow DataFusion and Ballista query engines

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breeze

Breeze is a numerical processing library for Scala.

Language:ScalaApache-2.0010

dbt-databricks

A dbt adapter for Databricks.

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pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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flink

Apache Flink

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hive

Apache Hive

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langchain

⚡ Building applications with LLMs through composability ⚡

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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.

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modin

Modin: Scale your Pandas workflows by changing a single line of code

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numpy

The fundamental package for scientific computing with Python.

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py4j

Py4J enables Python programs to dynamically access arbitrary Java objects

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ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

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scikit-learn

scikit-learn: machine learning in Python

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scipy

SciPy library main repository

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spark-connect-go

Apache Spark Connect Client for Golang

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spark-website

Apache Spark Website

Apache-2.0010

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, Dask, Flink and DataFlow

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