R 与 Apache

  • Apache Impala — implyr SQL backend to dplyr for Impala
  • Apache Mahout — Myrrix Interface to Myrrix. Myrrix is a Complete, Real-Time, Scalable Clustering and Recommender System, Evolved from Apache Mahout
  • Apache Kafka — rkafka Using Apache ‘Kafka’ Messaging Queue Through R
  • Apache Drill
    • sergeant Tools to Transform and Query Data with Apache Drill
    • DrillR R Driver for Apache Drill
  • Apache OpenNLP — openNLP Apache OpenNLP Tools Interface
  • Apache Spark
    • sparklyr R Interface to Apache Spark
    • sparkavro Load Avro data into Spark with sparklyr
    • SparkR R Front End for Apache Spark
    • rsparkling The rsparkling R package is an extension package for sparklyr that creates an R front-end for the Sparkling Water package from H2O
    • sparkxgb Interface for XGBoost on Apache Spark
    • sparktf Interface for TensorFlow TFRecord Files with Apache Spark
    • sparkwarc Load WARC Files into Apache Spark
    • spark.sas7bdat Read in SAS data in parallel into Apache Spark
  • Apache Thrift — thriftr Apache Thrift Client Server
  • Apache Tika — rtika R Interface to Apache Tika

  • 其它

    • ApacheLogProcessor R Package to Process the Apache Web Server Log Combined Files
    • commonsMath Executable .jar Files for The Apache Commons Mathematics Library

Spark 和 tensorflow

R 与 数据库

  • Redis is an in-memory database that persists on disk
    • doRedis R/foreach Redis backend for parallel computing
    • rredis Redis Key/Value Database Client
    • redux redux provides an interface to Redis
    • RcppRedis Rcpp Bindings for Redis using the hiredis Library
  • r-dbi 各种常见数据库一览无遗



  • tidyverse The tidyverse is a collection of R packages that share common principles and are designed to work together seamlessly
  • tidymodels tidymodels is a “meta-package” for modeling and statistical analysis that share the underlying design philosophy, grammar, and data structures of the tidyverse.


  • stan Stan is a state-of-the-art platform for statistical modeling and high-performance statistical computation.