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Spark ⭐ 37,661

Apache Spark - A unified analytics engine for large-scale data processing

Ds Cheatsheets ⭐ 11,535

List of Data Science Cheatsheets to rule the world

H2o 3 ⭐ 6,618

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Benchm Ml ⭐ 1,839

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.).

ADAM is a genomics analysis platform with specialized file formats built using Apache Avro, Apache Spark, and Apache Parquet. Apache 2 licensed.

Sparklyr ⭐ 922

R interface for Apache Spark

Sparkr Pkg ⭐ 649

R frontend for Spark

Parsnip ⭐ 546

A tidy unified interface to models

Spark Standalone Cluster On Docker ⭐ 311

Learn Apache Spark in Scala, Python (PySpark) and R (SparkR) by building your own cluster with a JupyterLab interface on Docker. ⚡

Spark Website ⭐ 109

Apache Spark Website

Spark R Notebooks ⭐ 109

R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks

Bigdataclass ⭐ 109

Two-day workshop that covers how to use R to interact databases and Spark

Benchm Databases ⭐ 90

A minimal benchmark of various tools (statistical software, databases etc.) for working with tabular data of moderately large sizes (interactive data analysis).

Big Data ⭐ 82

🔧 Use dplyr to analyze Big Data 🐘

Epitweetr ⭐ 54

ECDC Early warning tool using Twitter data

Spark Docker ⭐ 53

Official Dockerfile for Apache Spark

A collection of online books for data science, computer science and coding!

Ml Vm Notebook ⭐ 53

Machine Learning Virtual Machine (provisioned with Vagrant) for building Spark Notebook applications

Dplyr Spark ⭐ 49

spark backend for dplyr

Geospark ⭐ 45

bring sf to spark in production

Sparkxgb ⭐ 40

R interface for XGBoost on Spark

Graphframes ⭐ 34

R Interface for GraphFrames

Sparkdataset ⭐ 28

Instant search for and access to many datasets in Pyspark.

Sparknlp ⭐ 27

Sparklyr.nested ⭐ 26

A sparklyr extension for nested data

Ggplot2.sparkr ⭐ 26

Rebooting ggplot2 for scalable big data visualization

R Interface to MLeap

Awesome Sparklyr ⭐ 22

An awesome sparklyr related package collection

Spatially resolved transcriptomic analysis

Spark For Data Engineers ⭐ 22

Apache Spark for data engineers

Spark.sas7bdat ⭐ 21

Read in SAS data in parallel into Apache Spark

Data Backends to let mlr3 work transparently with (remote) data bases

User2016 Sparklyr ⭐ 20

Analysis Pipelines ⭐ 20

Enables data scientists to compose pipelines of analysis which consist of data manipulation, exploratory analysis & reporting, as well as modeling steps. Data scientists can use tools of their choice through an R interface, and compose interoperable pipelines between R, Spark, and Python.

R Interface to the NCBI SRA metadata

Sparklyr extension package to connect to Google BigQuery

Spark Install ⭐ 15

Cross-platform installer for Apache Spark

Data Factory R Server Apache Spark Pipeline ⭐ 15

This tutorial highlights how to build a scalable machine-learning based data processing pipeline using Microsoft R Server with Apache Spark utilizing Azure Data Factory (ADF)

Sparklingwater ⭐ 14

Sparkling Water for R

Tidyspark ⭐ 13

tidyspark: a tidyverse implementation of SparkR built for simplicity, elegance, and easy of use.

Sparklines in the R terminal

Taller_sparkr ⭐ 12

Taller SparkR para las Jornadas de Usuarios de R

Sparkr Docker ⭐ 12

A Dockerfile to try out SparkR with RStudio frontend.

R interface to Spark TensorFlow Connector

Cimspark ⭐ 11

Spark access to Common Information Model (CIM) files

Sparkavro ⭐ 11

Load Avro data into Spark with sparklyr

Learnrvideos ⭐ 10

📼 Videos for learning about R

Rsparkler ⭐ 10

RsparkleR provides an R interface for launching virtual machines and deploying Sparkler

R COBOL DI (Data Integration) Package : Import COBOL CopyBook data files directly into R as properly structured data frames.

Pysparklyr ⭐ 9

Extension to {sparklyr} that allows you to interact with Spark & Databricks Connect

Kudusparklyr ⭐ 9

A Kudu extension for Sparklyr

Repo for practical data science problems approaches, including notebook demo and working scripts | #DS | #analysis

Pi Cluster ⭐ 8

How to set up a Raspberry Pi Spark Cluster on Arch

Sparklyr extension package providing geospatial analytics capabilities

Implements some methods of an R list as a Spark RDD (resilient distributed dataset)

Enable spatial functions in Spark through the `sparklyr` package

Mikasa_ol ⭐ 8

Mikasa Recommendation System. Twitter Data Analyzer

Tidyr.big ⭐ 7

Scalable backend for tidyr

Sparklyr Distribute ⭐ 7

Example code of spark_apply with sparklyr for CDH

Spacyr Sparklyr ⭐ 7

Example code of spacyr with sparklyr

2018 Summer ⭐ 7

Sparklyr.flint ⭐ 7

Sparklyr extension making Flint time series library functionalities (https://github.com/twosigma/flint) easily accessible through R

Sparklyr-Cassandra-Connector

Sparklyr_start ⭐ 6

Materials to start using Spark in R (sparklyr package). Examples for local and cluster usages

Resources ⭐ 6

Sparklyr2pmml ⭐ 6

R library for converting Apache Spark ML pipelines to PMML

Spring 2019 ⭐ 6

ANLY502 Massive Data Analytics, Georgetown University, Spring 2019

Machine Learning Course ⭐ 5

Machine Learning and Deep Learning Course

Rspark Book ⭐ 5

Tutorial for learning rspark

Microsoft Big Data Scientist And Ai ⭐ 5

Microsoft Big Data, Data Scientist, and AI

Spark_r_ml_examples ⭐ 5

Spark 2.0 R/SparkR Machine Learning examples

Cloudera Sparklyr ⭐ 5

Build script and Demo for Cloudera Director with Sparklyr

Sparklyudf ⭐ 5

sparklyudf: Scala UDF from R - Example

Online Retail Data Analysis ⭐ 5

Analysis of the publicly available sales transactions of a webshop selling all-occasion gifts

2019 Summer ⭐ 5

DNSC 6278 - Big Data Analytics - Summer 2019 - GWU

Econometrics_at_scale ⭐ 5

Apache Spark utilities to analyze mobile network deployment and user behavior data.

Strata2017 ⭐ 5

Repository for the "Exploration and visualization of large, complex datasets with R, Hadoop, and Spark" tutorial at Strata Hadoop World 2017

2018 Spring ⭐ 5

Main repository for Georgetown University Massive Data Analytics course (ANLY502), Spring 2018

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