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GitHub - johnmyleswhite/ML_for_Hackers: Code accompanying the book "Machine Learning for Hackers"

Code accompanying the book "Machine Learning for Hackers" - johnmyleswhite/ML_for_Hackers

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GitHub - johnmyleswhite/ML_for_Hackers: Code accompanying the book "Machine Learning for Hackers"

Code for Machine Learning for Hackers

This repository contains all of the code examples for Machine Learning for Hackers (2012). The code may not appear exactly as it does in the text, as additional comments and modifications may have been added since publication.

Getting started

The code in this book relies on several R libraries. Two libraries, RCurl and XML require additional software to be installed:

http://curl.haxx.se/ (for RCurl)
http://xmlsoft.org/ (for XML)

To make sure you have all of the requite libraries run the package_installer.R script. In your R console type the following:

> source("package_installer.R")

When running the installer inside R you will be asked where to save the library files. If you'd like to install the libraries globally, you can run script at the command-line with admin privileges:

$ sudo RScript package_installer.R

Authors

Drew Conway, Department of Politics, New York University http://drewconway.com/
John Myles White, Data Science, Facebook http://www.johnmyleswhite.com/

License

All source code is copyright (c) 2012, under the Simplified BSD License.
For more information on FreeBSD see: http://www.opensource.org/licenses/bsd-license.php

All images and materials produced by this code are licensed under the Creative Commons Attribution-Share Alike 3.0 United States License: http://creativecommons.org/licenses/by-sa/3.0/us/

More Resources

to explore the angular.

mail [email protected] to add your project or resources here 🔥.

1
R Interface for Bokeh
http://hafen.github.io/rbokeh/
A native R plotting library that provides a flexible declarative interface for creating interactive web-based graphics, backed by the Bokeh visualization library <https://bokeh.pydata.org/>.
2
Read Excel Files
https://readxl.tidyverse.org/
Import excel files into R. Supports .xls via the embedded libxls C library <https://github.com/libxls/libxls> and .xlsx via the embedded RapidXML C++ library <https://rapidxml.sourceforge.net/>. Works on Windows, Mac and Linux without external dependencies.
3
Arrow R Package
https://arrow.apache.org/docs/r/
Apache Arrow <https://arrow.apache.org/> is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. This package provides an interface to the Arrow C++ library.
4
Export Data Frames to Excel xlsx Format
https://docs.ropensci.org/writexl/
Zero-dependency data frame to xlsx exporter based on libxlsxwriter <https://libxlsxwriter.github.io>. Fast and no Java or Excel required.
5
Visual Studio Code - Code Editing. Redefined
https://code.visualstudio.com/
Visual Studio Code is a code editor redefined and optimized for building and debugging modern web and cloud applications. Visual Studio Code is free and available on your favorite platform - Linux, macOS, and Windows.
6
Manipulation of Microsoft Word and PowerPoint Documents
https://davidgohel.github.io/officer/index.html
Access and manipulate Microsoft Word, RTF and Microsoft PowerPoint documents from R. The package focuses on tabular and graphical reporting from R; it also provides two functions that let users get document content into data objects. A set of functions lets add and remove images, tables and paragraphs of text in new or existing documents. The package does not require any installation of Microsoft products to be able to write Microsoft files.
7
Functions for Tabular Reporting
https://davidgohel.github.io/flextable/index.html
Use a grammar for creating and customizing pretty tables. The following formats are supported: HTML, PDF, RTF, Microsoft Word, Microsoft PowerPoint and R Grid Graphics. R Markdown, Quarto and the package officer can be used to produce the result files. The syntax is the same for the user regardless of the type of output to be produced. A set of functions allows the creation, definition of cell arrangement, addition of headers or footers, formatting and definition of cell content with text and or images. The package also offers a set of high-level functions that allow tabular reporting of statistical models and the creation of complex cross tabulations.
8
Dynamic Function-Oriented Make-Like Declarative Pipelines
https://docs.ropensci.org/targets/
Pipeline tools coordinate the pieces of computationally demanding analysis projects. The targets package is a Make-like pipeline tool for statistics and data science in R. The package skips costly runtime for tasks that are already up to date, orchestrates the necessary computation with implicit parallel computing, and abstracts files as R objects. If all the current output matches the current upstream code and data, then the whole pipeline is up to date, and the results are more trustworthy than otherwise. The methodology in this package borrows from GNU Make (2015, ISBN:978-9881443519) and drake (2018, <doi:10.21105/joss.00550>).
9
Bokeh documentation
http://bokeh.pydata.org/en/latest/.
Bokeh is a Python library for creating interactive visualizations for modern web browsers. It helps you build beautiful graphics, ranging from simple plots to complex dashboards with streaming data...
10
R - Visual Studio Marketplace
https://marketplace.visualstudio.com/items?itemName=Ikuyadeu.r
Extension for Visual Studio Code - R Extension for Visual Studio Code
11
R and C++11
https://github.com/Rcpp11/Rcpp11
R and C++11. Contribute to Rcpp11/Rcpp11 development by creating an account on GitHub.
12
Data Apps for Production | Plotly
https://plot.ly
Discover data applications for production with Plotly Dash. Put data and AI into action with scalable, interactive data apps for your organization.
13
Interactive Dendrograms
https://github.com/tsieger/idendro
Interactive Dendrograms. Contribute to tsieger/idendro development by creating an account on GitHub.
14
R package, using vis.js library for network visualization
https://github.com/datastorm-open/visNetwork
R package, using vis.js library for network visualization - datastorm-open/visNetwork
15
R interface to wordcloud for data visualization.
https://github.com/Lchiffon/wordcloud2
R interface to wordcloud for data visualization. Contribute to Lchiffon/wordcloud2 development by creating an account on GitHub.
16
R-IDE: Make Sublime Text a perfect IDE for R
https://github.com/REditorSupport/sublime-ide-r
R-IDE: Make Sublime Text a perfect IDE for R. Contribute to REditorSupport/sublime-ide-r development by creating an account on GitHub.
17
File not found · apache/mxnet
https://github.com/dmlc/mxnet/tree/master/R-package
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more - File not found · apache/...
18
Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.
https://github.com/sinhrks/ggfortify
Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages. - sinhrks/ggfortify
19
Install R packages from snapshots on checkpoint-server
https://github.com/RevolutionAnalytics/checkpoint
Install R packages from snapshots on checkpoint-server - RevolutionAnalytics/checkpoint
20
Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow
https://github.com/wesm/feather
Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow - wesm/feather
21
kaneplusplus/bigmemory
https://github.com/kaneplusplus/bigmemory
Contribute to kaneplusplus/bigmemory development by creating an account on GitHub.
22
R kernel for Jupyter
https://github.com/IRkernel/IRkernel
R kernel for Jupyter. Contribute to IRkernel/IRkernel development by creating an account on GitHub.
23
A gallery of animations in statistics and utilities to create animations
https://github.com/yihui/animation
A gallery of animations in statistics and utilities to create animations - yihui/animation
24
Interactive grammar of graphics for R
https://github.com/rstudio/ggvis
Interactive grammar of graphics for R. Contribute to rstudio/ggvis development by creating an account on GitHub.
25
RHive is an R extension facilitating distributed computing via Apache Hive.
https://github.com/nexr/RHive
RHive is an R extension facilitating distributed computing via Apache Hive. - nexr/RHive
26
TextMate support for R
https://github.com/textmate/r.tmbundle
TextMate support for R. Contribute to textmate/r.tmbundle development by creating an account on GitHub.
27
A Toolbox for Non-Tabular Data Manipulation
https://github.com/renkun-ken/rlist
A Toolbox for Non-Tabular Data Manipulation. Contribute to renkun-ken/rlist development by creating an account on GitHub.
28
Defunct
https://github.com/jbrownlee/CleverAlgorithmsMachineLearning
Defunct. Contribute to clever-algorithms/CleverAlgorithmsMachineLearning development by creating an account on GitHub.
29
Automate Data Exploration and Treatment
https://github.com/boxuancui/DataExplorer
Automate Data Exploration and Treatment. Contribute to boxuancui/DataExplorer development by creating an account on GitHub.
30
Interactive Heat Maps for R Using plotly
https://github.com/talgalili/heatmaply
Interactive Heat Maps for R Using plotly. Contribute to talgalili/heatmaply development by creating an account on GitHub.
31
HTTP and WebSocket server package for R
https://github.com/rstudio/httpuv
HTTP and WebSocket server package for R. Contribute to rstudio/httpuv development by creating an account on GitHub.
32
Extending R's Dendrogram Functionality
https://github.com/talgalili/dendextend
Extending R's Dendrogram Functionality. Contribute to talgalili/dendextend development by creating an account on GitHub.
33
Asynchronous http server graphics device for R.
https://github.com/nx10/httpgd
Asynchronous http server graphics device for R. Contribute to nx10/httpgd development by creating an account on GitHub.
34
📅 Create interactive timeline visualizations in R
https://github.com/daattali/timevis
📅 Create interactive timeline visualizations in R. Contribute to daattali/timevis development by creating an account on GitHub.
35
Fast and portable character string processing in R (with the Unicode ICU)
https://github.com/gagolews/stringi
Fast and portable character string processing in R (with the Unicode ICU) - gagolews/stringi
36
Conversion of R Regression Output to LaTeX or HTML Tables
https://github.com/leifeld/texreg
Conversion of R Regression Output to LaTeX or HTML Tables - leifeld/texreg
37
Easily generate information-rich, publication-quality tables from R
https://github.com/rstudio/gt
Easily generate information-rich, publication-quality tables from R - rstudio/gt
38
Using Fonts More Easily in R Graphs
https://github.com/yixuan/showtext
Using Fonts More Easily in R Graphs. Contribute to yixuan/showtext development by creating an account on GitHub.
39
An awesome R-shiny list!
https://github.com/grabear/awesome-rshiny
An awesome R-shiny list! Contribute to grabear/awesome-rshiny development by creating an account on GitHub.
40
Make working with dates in R just that little bit easier
https://github.com/tidyverse/lubridate
Make working with dates in R just that little bit easier - tidyverse/lubridate
41
A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live
https://github.com/yihui/tinytex
A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live - rstudio/tinytex
42
A Robust, High Performance JSON Parser and Generator for R
https://github.com/jeroenooms/jsonlite
A Robust, High Performance JSON Parser and Generator for R - jeroen/jsonlite
43
🐳 ECharts 5 for R
https://github.com/JohnCoene/echarts4r
🐳 ECharts 5 for R. Contribute to JohnCoene/echarts4r development by creating an account on GitHub.
44
Embed Julia in R
https://github.com/Non-Contradiction/JuliaCall
Embed Julia in R. Contribute to Non-Contradiction/JuliaCall development by creating an account on GitHub.
45
:telephone_receiver::computer: Redis client for R
https://github.com/richfitz/redux
:telephone_receiver::computer: Redis client for R. Contribute to richfitz/redux development by creating an account on GitHub.
46
Functional programming in R
https://github.com/zatonovo/lambda.r
Functional programming in R. Contribute to zatonovo/lambda.r development by creating an account on GitHub.
47
A Modern and Flexible Web Client for R
https://github.com/jeroen/curl
A Modern and Flexible Web Client for R. Contribute to jeroen/curl development by creating an account on GitHub.
48
R driver for MongoDB
https://github.com/mongosoup/rmongodb
R driver for MongoDB. Contribute to dselivanov/rmongodb development by creating an account on GitHub.
49
Tidy Messy Data
https://github.com/hadley/tidyr
Tidy Messy Data. Contribute to tidyverse/tidyr development by creating an account on GitHub.
50
R's data.table package extends data.frame:
https://github.com/Rdatatable/data.table
R's data.table package extends data.frame:. Contribute to Rdatatable/data.table development by creating an account on GitHub.
51
[NOTE: Project in suspended animation for now] Reversible Reproducible Documents
https://github.com/noamross/redoc
[NOTE: Project in suspended animation for now] Reversible Reproducible Documents - noamross/redoc
52
CRAN Task View: WebTechnologies
https://github.com/ropensci/webservices
CRAN Task View: WebTechnologies. Contribute to cran-task-views/WebTechnologies development by creating an account on GitHub.
53
rpostgis: R Interface to a 'PostGIS' Database
https://github.com/mablab/rpostgis
rpostgis: R Interface to a 'PostGIS' Database. Contribute to Cidree/rpostgis development by creating an account on GitHub.
54
A Grammar of Animated Graphics
https://github.com/dgrtwo/gganimate
A Grammar of Animated Graphics. Contribute to thomasp85/gganimate development by creating an account on GitHub.
55
A D3.js-based heatmap htmlwidget for R
https://github.com/rstudio/d3heatmap
A D3.js-based heatmap htmlwidget for R. Contribute to talgalili/d3heatmap development by creating an account on GitHub.
56
An R interface to MariaDB
https://github.com/rstats-db/RMariaDB
An R interface to MariaDB. Contribute to r-dbi/RMariaDB development by creating an account on GitHub.
57
Turn your R code into a web API.
https://github.com/trestletech/plumber
Turn your R code into a web API. Contribute to rstudio/plumber development by creating an account on GitHub.
58
Embedded JavaScript Engine for R
https://github.com/jeroenooms/V8
Embedded JavaScript Engine for R. Contribute to jeroen/V8 development by creating an account on GitHub.
59
Improve the readability of R code with the pipe
https://github.com/smbache/magrittr
Improve the readability of R code with the pipe. Contribute to tidyverse/magrittr development by creating an account on GitHub.
60
A functional programming toolkit for R
https://github.com/hadley/purrr
A functional programming toolkit for R. Contribute to tidyverse/purrr development by creating an account on GitHub.
61
Avoid the typical working directory pain when using 'knitr'
https://github.com/daattali/ezknitr
Avoid the typical working directory pain when using 'knitr' - ropensci/ezknitr
62
:round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.
https://github.com/slowkow/ggrepel
:round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures. - slowkow/ggrepel
63
cpp11 helps you to interact with R objects using C++ code.
https://github.com/r-lib/cpp11
cpp11 helps you to interact with R objects using C++ code. - r-lib/cpp11
64
Run external programs from R (experimental)
https://github.com/yihui/runr
Run external programs from R (experimental). Contribute to yihui/runr development by creating an account on GitHub.
65
A fresh approach to string manipulation in R
https://github.com/hadley/stringr
A fresh approach to string manipulation in R. Contribute to tidyverse/stringr development by creating an account on GitHub.
66
UTF-8 Text Processing (R Package)
https://github.com/patperry/r-utf8
UTF-8 Text Processing (R Package). Contribute to patperry/r-utf8 development by creating an account on GitHub.
67
:earth_americas: Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'
https://github.com/hrbrmstr/ggalt
:earth_americas: Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2' - hrbrmstr/ggalt
68
httr: a friendly http package for R
https://github.com/hadley/httr
httr: a friendly http package for R. Contribute to r-lib/httr development by creating an account on GitHub.
69
Trellis Graphics for R
https://github.com/deepayan/lattice
Trellis Graphics for R. Contribute to deepayan/lattice development by creating an account on GitHub.
70
ggplot2 tech themes, scales, and geoms
https://github.com/ricardo-bion/ggtech
ggplot2 tech themes, scales, and geoms. Contribute to ricardo-bion/ggtech development by creating an account on GitHub.
71
R package for converting objects to and from YAML
https://github.com/viking/r-yaml
R package for converting objects to and from YAML. Contribute to vubiostat/r-yaml development by creating an account on GitHub.
72
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
https://github.com/facebookincubator/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. - facebook/prophet
73
A visual exploratory tool on correlation matrix
https://github.com/taiyun/corrplot
A visual exploratory tool on correlation matrix. Contribute to taiyun/corrplot development by creating an account on GitHub.
74
R client for the Elasticsearch HTTP API
https://github.com/ropensci/elastic
R client for the Elasticsearch HTTP API. Contribute to ropensci/elastic development by creating an account on GitHub.
75
An R package for causal inference in time series
https://github.com/google/CausalImpact
An R package for causal inference in time series. Contribute to google/CausalImpact development by creating an account on GitHub.
76
An R package to flexible rearrange, reshape and aggregate data
https://github.com/hadley/reshape
An R package to flexible rearrange, reshape and aggregate data - hadley/reshape
77
R package which integrating R and Julia
https://github.com/armgong/RJulia
R package which integrating R and Julia . Contribute to armgong/rjulia development by creating an account on GitHub.
78
Join tables together on inexact matching
https://github.com/dgrtwo/fuzzyjoin
Join tables together on inexact matching. Contribute to dgrtwo/fuzzyjoin development by creating an account on GitHub.
79
R package to access Adobe Analytics Reporting API v1.4
https://github.com/randyzwitch/RSiteCatalyst
R package to access Adobe Analytics Reporting API v1.4 - randyzwitch/RSiteCatalyst
80
xgboost/R-package at master · tqchen/xgboost
https://github.com/tqchen/xgboost/tree/master/R-package
https://github.com/dmlc/xgboost. Contribute to tqchen/xgboost development by creating an account on GitHub.
81
Welcome to Text Mining with R | Text Mining with R
http://tidytextmining.com/index.html
A guide to text analysis within the tidy data framework, using the tidytext package and other tidy tools
82
R scatter plot htmlwidget based on D3.js
https://github.com/juba/scatterD3
R scatter plot htmlwidget based on D3.js. Contribute to juba/scatterD3 development by creating an account on GitHub.
83
The Composer of ggplots
https://github.com/thomasp85/patchwork
The Composer of ggplots. Contribute to thomasp85/patchwork development by creating an account on GitHub.
84
Code accompanying the book "Machine Learning for Hackers"
https://github.com/johnmyleswhite/ML_for_Hackers
Code accompanying the book "Machine Learning for Hackers" - johnmyleswhite/ML_for_Hackers
85
Dev version of Rfacebook package: Access to Facebook API via R
https://github.com/pablobarbera/Rfacebook
Dev version of Rfacebook package: Access to Facebook API via R - pablobarbera/Rfacebook
86
Integration of R, Java, and Scala
https://github.com/cran/jvmr
Integration of R, Java, and Scala. Contribute to cran/jvmr development by creating an account on GitHub.
87
Tidy time series forecasting
https://github.com/tidyverts/fable/
Tidy time series forecasting. Contribute to tidyverts/fable development by creating an account on GitHub.
88
R package for web-based interactive topic model visualization.
https://github.com/cpsievert/LDAvis
R package for web-based interactive topic model visualization. - cpsievert/LDAvis
89
Mixed-effects models in R using S4 classes and methods with RcppEigen
https://github.com/lme4/lme4
Mixed-effects models in R using S4 classes and methods with RcppEigen - lme4/lme4
90
A Fast Implementation of Random Forests
https://github.com/imbs-hl/ranger
A Fast Implementation of Random Forests. Contribute to imbs-hl/ranger development by creating an account on GitHub.
91
Seamless Interface to Octave -- and Matlab code
https://github.com/renozao/RcppOctave
Seamless Interface to Octave -- and Matlab code. Contribute to renozao/RcppOctave development by creating an account on GitHub.
92
Standard API for Distributed Data Structures in R
https://github.com/vertica/ddR
Standard API for Distributed Data Structures in R. Contribute to vertica/ddR development by creating an account on GitHub.
93
Current version of the SuperLearner R package
https://github.com/ecpolley/SuperLearner
Current version of the SuperLearner R package. Contribute to ecpolley/SuperLearner development by creating an account on GitHub.
94
Three.js widgets for R and shiny
https://github.com/bwlewis/rthreejs
Three.js widgets for R and shiny. Contribute to bwlewis/rthreejs development by creating an account on GitHub.
95
Enhancing {ggplot2} plots with statistical analysis 📊📣
https://github.com/IndrajeetPatil/ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣 - IndrajeetPatil/ggstatsplot
96
Quick serialization of R objects
https://github.com/traversc/qs
Quick serialization of R objects. Contribute to traversc/qs development by creating an account on GitHub.
97
Connect to ODBC databases (using the DBI interface)
https://github.com/r-dbi/odbc
Connect to ODBC databases (using the DBI interface) - r-dbi/odbc
98
R interface to dygraphs
https://github.com/rstudio/dygraphs
R interface to dygraphs. Contribute to rstudio/dygraphs development by creating an account on GitHub.
99
Tidy anomaly detection
https://github.com/business-science/anomalize
Tidy anomaly detection. Contribute to business-science/anomalize development by creating an account on GitHub.
100
Machine Learning in R
https://github.com/mlr-org/mlr
Machine Learning in R . Contribute to mlr-org/mlr development by creating an account on GitHub.
101
Bandar Situs Toto Online | Situs Togel Online Terbesar Indonesia
http://rsuite.io
INDOJITU adalah salah satu bandar situs toto dan situs togel online terbesar di indonesia yang memiliki pengalaman selama 14 tahun sebagai pasaran togel terlengkap.
102
Generate reproducible html5 slides from R markdown
https://github.com/ramnathv/slidify
Generate reproducible html5 slides from R markdown - ramnathv/slidify
103
Formattable Data Structures
https://github.com/renkun-ken/formattable
Formattable Data Structures. Contribute to renkun-ken/formattable development by creating an account on GitHub.
104
R wrapper for highcharts
https://github.com/jbkunst/highcharter
R wrapper for highcharts. Contribute to jbkunst/highcharter development by creating an account on GitHub.
105
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
https://github.com/dselivanov/text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R. - dselivanov/text2vec
106
Convert statistical analysis objects from R into tidy format
https://github.com/dgrtwo/broom
Convert statistical analysis objects from R into tidy format - dgrtwo/broom
107
Interactive JS Charts from R
https://github.com/ramnathv/rCharts
Interactive JS Charts from R. Contribute to ramnathv/rCharts development by creating an account on GitHub.
108
A DBI-compliant interface to PostgreSQL
https://github.com/r-dbi/RPostgres
A DBI-compliant interface to PostgreSQL. Contribute to r-dbi/RPostgres development by creating an account on GitHub.
109
A general-purpose tool for dynamic report generation in R
https://github.com/yihui/knitr
A general-purpose tool for dynamic report generation in R - yihui/knitr
110
Anomaly Detection with R
https://github.com/twitter/AnomalyDetection
Anomaly Detection with R. Contribute to twitter/AnomalyDetection development by creating an account on GitHub.
111
Read ODS (OpenDocument Spreadsheet) into R as data frame. Also support writing data frame into ODS file.
https://github.com/chainsawriot/readODS/
Read ODS (OpenDocument Spreadsheet) into R as data frame. Also support writing data frame into ODS file. - chainsawriot/readODS
112
Multi-Paradigm Pipeline Implementation
https://github.com/renkun-ken/pipeR
Multi-Paradigm Pipeline Implementation. Contribute to renkun-ken/pipeR development by creating an account on GitHub.
113
A repository of learning & R resources related to topic models
https://github.com/trinker/topicmodels_learning
A repository of learning & R resources related to topic models - GitHub - trinker/topicmodels_learning: A repository of learning & R resources related to topic models
114
R frontend for Spark
https://github.com/amplab-extras/SparkR-pkg
R frontend for Spark. Contribute to amplab-extras/SparkR-pkg development by creating an account on GitHub.
115
Survival Analysis and Visualization
https://github.com/kassambara/survminer
Survival Analysis and Visualization. Contribute to kassambara/survminer development by creating an account on GitHub.
116
vertica/DistributedR
https://github.com/vertica/DistributedR
Contribute to vertica/DistributedR development by creating an account on GitHub.
117
Vim plugin to work with R
https://github.com/jalvesaq/Nvim-R
Vim plugin to work with R. Contribute to jalvesaq/Nvim-R development by creating an account on GitHub.
118
🐍🐍🐍 A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.
https://github.com/Tazinho/snakecase
🐍🐍🐍 A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case. - Tazinho/snakecase
119
Breakout Detection via Robust E-Statistics
https://github.com/twitter/BreakoutDetection
Breakout Detection via Robust E-Statistics. Contribute to twitter/BreakoutDetection development by creating an account on GitHub.
120
:maple_leaf: Make waffle (square pie) charts in R
https://github.com/hrbrmstr/waffle
:maple_leaf: Make waffle (square pie) charts in R. Contribute to hrbrmstr/waffle development by creating an account on GitHub.
121
Rcpp Bindings to C++ parser for TOML files
https://github.com/eddelbuettel/rcpptoml
Rcpp Bindings to C++ parser for TOML files. Contribute to eddelbuettel/rcpptoml development by creating an account on GitHub.
122
Neo4j Driver for R.
https://github.com/nicolewhite/Rneo4j
Neo4j Driver for R. Contribute to nicolewhite/RNeo4j development by creating an account on GitHub.
123
Tools for using fonts in R graphics
https://github.com/wch/extrafont
Tools for using fonts in R graphics. Contribute to wch/extrafont development by creating an account on GitHub.
124
Accelerating ggplot2
https://github.com/thomasp85/ggforce
Accelerating ggplot2. Contribute to thomasp85/ggforce development by creating an account on GitHub.
125
Easy interactive web applications with R
https://github.com/rstudio/shiny
Easy interactive web applications with R. Contribute to rstudio/shiny development by creating an account on GitHub.
126
💡 Easily improve the user experience of your Shiny apps in seconds
https://github.com/daattali/shinyjs
💡 Easily improve the user experience of your Shiny apps in seconds - daattali/shinyjs
127
Easily install and load packages from the tidyverse
https://github.com/hadley/tidyverse
Easily install and load packages from the tidyverse - tidyverse/tidyverse
128
:no_entry: ARCHIVED Accesses the Monkeylearn API for Text Classifiers and Extractors
https://github.com/masalmon/monkeylearn
:no_entry: ARCHIVED :no_entry: Accesses the Monkeylearn API for Text Classifiers and Extractors - GitHub - ropensci-archive/monkeylearn: :no_entry: ARCHIVED Accesses the Monkeylearn API for Text Cl...
129
:christmas_tree:Visualization and annotation of phylogenetic trees
https://github.com/GuangchuangYu/ggtree
:christmas_tree:Visualization and annotation of phylogenetic trees - YuLab-SMU/ggtree
130
Read SPSS, Stata and SAS files from R
https://github.com/hadley/haven
Read SPSS, Stata and SAS files from R. Contribute to tidyverse/haven development by creating an account on GitHub.
131
RPy (R from Python)
http://rpy.sourceforge.net/
Download RPy (R from Python) for free. RPy is a very simple, yet robust, Python interface to the R Programming Language. It can manage all kinds of R objects and can execute arbitrary R functions (including the graphic functions).
132
Fast and Simple MongoDB Client for R
https://github.com/jeroenooms/mongolite
Fast and Simple MongoDB Client for R. Contribute to jeroen/mongolite development by creating an account on GitHub.
133
An implementation of the Grammar of Graphics in R
https://github.com/hadley/ggplot2
An implementation of the Grammar of Graphics in R. Contribute to tidyverse/ggplot2 development by creating an account on GitHub.
134
An interactive graphing library for R
https://github.com/ropensci/plotly
An interactive graphing library for R. Contribute to plotly/plotly.R development by creating an account on GitHub.
135
Simple web scraping for R
https://github.com/hadley/rvest
Simple web scraping for R. Contribute to tidyverse/rvest development by creating an account on GitHub.
136
dplyr: A grammar of data manipulation
https://github.com/hadley/dplyr
dplyr: A grammar of data manipulation. Contribute to tidyverse/dplyr development by creating an account on GitHub.
137
A database interface (DBI) definition for communication between R and RDBMSs
https://github.com/rstats-db/DBI
A database interface (DBI) definition for communication between R and RDBMSs - r-dbi/DBI
138
🐟 A Swiss-Army Knife for Data I/O
https://github.com/leeper/rio
🐟 A Swiss-Army Knife for Data I/O. Contribute to gesistsa/rio development by creating an account on GitHub.
139
Read flat files (csv, tsv, fwf) into R
https://github.com/hadley/readr
Read flat files (csv, tsv, fwf) into R. Contribute to tidyverse/readr development by creating an account on GitHub.
140
An R package for the Quantitative Analysis of Textual Data
https://github.com/kbenoit/quanteda
An R package for the Quantitative Analysis of Textual Data - quanteda/quanteda
141
Fast reading of delimited files
https://github.com/r-lib/vroom
Fast reading of delimited files. Contribute to tidyverse/vroom development by creating an account on GitHub.
142
Posit
http://www.rstudio.org/
The best data science is open source. Posit is committed to creating incredible open-source tools for individuals, teams, and enterprises.
143
rocker-org
https://github.com/rocker-org
rocker-org has 27 repositories available. Follow their code on GitHub.
144
rOpenHealth
https://github.com/rOpenHealth
A collaborative project to build R tools facilitating access to quantitative healthcare and public health data - rOpenHealth
145
a fast interpreter and JIT for R
https://github.com/jtalbot/riposte
a fast interpreter and JIT for R. Contribute to jtalbot/riposte development by creating an account on GitHub.
146
Visualise line profiling results in R
https://github.com/hadley/lineprof
Visualise line profiling results in R. Contribute to hadley/lineprof development by creating an account on GitHub.
147
Functions for installing softwares from within R
https://github.com/talgalili/installr/
Functions for installing softwares from within R. Contribute to talgalili/installr development by creating an account on GitHub.
148
A logging package in R similar to log4j
https://github.com/zatonovo/futile.logger
A logging package in R similar to log4j. Contribute to zatonovo/futile.logger development by creating an account on GitHub.
149
Mixed-effects models in R using S4 classes and methods with RcppEigen
https://github.com/lme4/lme4
Mixed-effects models in R using S4 classes and methods with RcppEigen - lme4/lme4
150
Create Blogs and Websites with R Markdown
https://github.com/rstudio/blogdown
Create Blogs and Websites with R Markdown. Contribute to rstudio/blogdown development by creating an account on GitHub.
151
awesome-R/misc/posts.md at master · qinwf/awesome-R
https://github.com/qinwf/awesome-R/blob/master/misc/posts.md
A curated list of awesome R packages, frameworks and software. - qinwf/awesome-R
152
Glue strings to data in R. Small, fast, dependency free interpreted string literals.
https://github.com/tidyverse/glue
Glue strings to data in R. Small, fast, dependency free interpreted string literals. - tidyverse/glue
153
The Composer of ggplots
https://github.com/thomasp85/patchwork
The Composer of ggplots. Contribute to thomasp85/patchwork development by creating an account on GitHub.
154
Pry open the covers of R
https://github.com/hadley/pryr
Pry open the covers of R. Contribute to hadley/pryr development by creating an account on GitHub.
155
Drat R Archive Template
https://github.com/eddelbuettel/drat
Drat R Archive Template. Contribute to eddelbuettel/drat development by creating an account on GitHub.
156
create a map by R
https://github.com/Lchiffon/REmap
create a map by R. Contribute to Lchiffon/REmap development by creating an account on GitHub.
157
A repository of learning & R resources related to topic models
https://github.com/trinker/topicmodels_learning
A repository of learning & R resources related to topic models - GitHub - trinker/topicmodels_learning: A repository of learning & R resources related to topic models
158
English and European soccer results 1871-2022
https://github.com/jalapic/engsoccerdata
English and European soccer results 1871-2022. Contribute to jalapic/engsoccerdata development by creating an account on GitHub.
159
R package that provides complex systems datasets from the Colorado Index of Complex Networks (ICON) at https://icon.colorado.edu/.
https://github.com/rrrlw/ICON
R package that provides complex systems datasets from the Colorado Index of Complex Networks (ICON) at https://icon.colorado.edu/. - rrrlw/ICON
160
Presentation Ninja 幻灯忍者 · 写轮眼
https://github.com/yihui/xaringan
Presentation Ninja 幻灯忍者 · 写轮眼. Contribute to yihui/xaringan development by creating an account on GitHub.
161
A package for plotting maps in R with ggplot2
https://github.com/dkahle/ggmap
A package for plotting maps in R with ggplot2. Contribute to dkahle/ggmap development by creating an account on GitHub.
162
renv: Project environments for R.
https://github.com/rstudio/renv
renv: Project environments for R. Contribute to rstudio/renv development by creating an account on GitHub.
163
Write reusable, composable and modular R code
https://github.com/klmr/box
Write reusable, composable and modular R code. Contribute to klmr/box development by creating an account on GitHub.
164
rho-devel/rho
https://github.com/rho-devel/rho
Contribute to rho-devel/rho development by creating an account on GitHub.
165
Scorecard Development in R, 评分卡
https://github.com/ShichenXie/scorecard
Scorecard Development in R, 评分卡. Contribute to ShichenXie/scorecard development by creating an account on GitHub.
166
R Interface to Python
https://github.com/rstudio/reticulate
R Interface to Python. Contribute to rstudio/reticulate development by creating an account on GitHub.
167
List of courses teaching R
https://github.com/rstudio-education/rstats-ed
List of courses teaching R. Contribute to rstudio-education/rstats-ed development by creating an account on GitHub.
168
Coveralls.io - Test Coverage History and Statistics
https://coveralls.io/
The leading provider of test coverage analytics. Ensure that all your new code is fully covered, and see coverage trends emerge. Works with most CI services. Always free for open source.
169
UTF-8 Text Processing (R Package)
https://github.com/patperry/r-utf8
UTF-8 Text Processing (R Package). Contribute to patperry/r-utf8 development by creating an account on GitHub.
170
netdiffuseR: Analysis of Diffusion and Contagion Processes on Networks
https://github.com/USCCANA/netdiffuseR
netdiffuseR: Analysis of Diffusion and Contagion Processes on Networks - USCCANA/netdiffuseR
171
A guide to some of the most useful R Packages that we know about
https://github.com/rstudio/RStartHere
A guide to some of the most useful R Packages that we know about - rstudio/RStartHere
172
Efficient R programming
https://csgillespie.github.io/efficientR/
Efficient R Programming is about increasing the amount of work you can do with R in a given amount of time. It’s about both computational and programmer efficiency.
173
Welcome | R for Data Science
http://r4ds.had.co.nz/
This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it. In this book, you will find a practicum of skills for data science. Just as a chemist learns how to clean test tubes and stock a lab, you’ll learn how to clean data and draw plots—and many other things besides. These are the skills that allow data science to happen, and here you will find the best practices for doing each of these things with R. You’ll learn how to use the grammar of graphics, literate programming, and reproducible research to save time. You’ll also learn how to manage cognitive resources to facilitate discoveries when wrangling, visualising, and exploring data.
174
Renjin | The JVM-based interpreter for the R language for statistical computing
http://www.renjin.org/
Integrate R to Java and enhance your data analysis and statistical computing with R code and packages using Renjin, the JVM-based interpreter for the R language.
175
:lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components
https://github.com/hrbrmstr/hrbrthemes
:lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components - hrbrmstr/hrbrthemes
176
Tidy time series forecasting
https://github.com/tidyverts/fable
Tidy time series forecasting. Contribute to tidyverts/fable development by creating an account on GitHub.
177
Classes and methods for spatio-temporal data
https://github.com/edzer/spacetime
Classes and methods for spatio-temporal data. Contribute to edzer/spacetime development by creating an account on GitHub.
178
TensorFlow for R
https://github.com/rstudio/tensorflow
TensorFlow for R. Contribute to rstudio/tensorflow development by creating an account on GitHub.
179
R package, using vis.js library for network visualization
https://github.com/datastorm-open/visNetwork
R package, using vis.js library for network visualization - datastorm-open/visNetwork
180
Download and use Census TIGER/Line shapefiles in R
https://github.com/walkerke/tigris
Download and use Census TIGER/Line shapefiles in R - walkerke/tigris
181
A drat repository for R Package releases including the R COBOL Data Integration (rcoboldi) and R Bitcoincharts.com API packages (rbitcoinchartsapi).
https://github.com/thospfuller/drat
A drat repository for R Package releases including the R COBOL Data Integration (rcoboldi) and R Bitcoincharts.com API packages (rbitcoinchartsapi). - thospfuller/drat
182
Codecov - The Leading Code Coverage Solution
https://codecov.io/.
Code coverage reporting solution for any test suite — Codecov gives developers actionable insights to deploy reliable code with confidence.
183
Umbrella package of the 'spatstat' family................
https://github.com/spatstat/spatstat
Umbrella package of the 'spatstat' family................ - GitHub - spatstat/spatstat: Umbrella package of the 'spatstat' family................
184
A functional programming toolkit for R
https://github.com/tidyverse/purrr
A functional programming toolkit for R. Contribute to tidyverse/purrr development by creating an account on GitHub.
185
A log4j derivative for R.
https://github.com/johnmyleswhite/log4r
A log4j derivative for R. Contribute to johnmyleswhite/log4r development by creating an account on GitHub.
186
R-bloggers
http://www.r-bloggers.com/
R news and tutorials contributed by hundreds of R bloggers
187
Easily install and load packages from the tidyverse
https://github.com/tidyverse/tidyverse
Easily install and load packages from the tidyverse - tidyverse/tidyverse
188
A tidy API for graph manipulation
https://github.com/thomasp85/tidygraph
A tidy API for graph manipulation. Contribute to thomasp85/tidygraph development by creating an account on GitHub.
189
Accelerated Container Application Development
https://www.docker.com/.
Docker is a platform designed to help developers build, share, and run container applications. We handle the tedious setup, so you can focus on the code.
190
Exploratory Data Analysis with R
https://leanpub.com/exdata
This book teaches you to use R to visualize and explore data, a key element of the data science process.
191
Report Writing for Data Science in R
https://leanpub.com/reportwriting
This book teaches the concepts and tools behind reporting modern data analyses in a reproducible manner.
192
R package for thematic maps
https://github.com/mtennekes/tmap
R package for thematic maps. Contribute to mtennekes/tmap development by creating an account on GitHub.
193
A curated list of awesome network analysis resources.
https://github.com/briatte/awesome-network-analysis
A curated list of awesome network analysis resources. - briatte/awesome-network-analysis
194
R bindings to the libgit2 library
https://github.com/ropensci/git2r
R bindings to the libgit2 library. Contribute to ropensci/git2r development by creating an account on GitHub.
195
Readings in applied data science
https://github.com/hadley/stats337
Readings in applied data science. Contribute to hadley/stats337 development by creating an account on GitHub.
196
R COBOL DI (Data Integration) Package : Import COBOL CopyBook data files directly into R as properly structured data frames.
https://github.com/thospfuller/rcoboldi
R COBOL DI (Data Integration) Package : Import COBOL CopyBook data files directly into R as properly structured data frames. - thospfuller/rcoboldi
197
a curated list of R tutorials for Data Science, NLP and Machine Learning
https://github.com/ujjwalkarn/DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning - GitHub - ujjwalkarn/DataScienceR: a curated list of R tutorials for Data Science, NLP and Machine Learning
198
📜 Discover and install useful RStudio addins
https://github.com/daattali/addinslist
📜 Discover and install useful RStudio addins . Contribute to daattali/addinslist development by creating an account on GitHub.
199
R in Action, Second Edition
http://www.manning.com/kabacoff2/
R in Action, Second Edition</i> presents both the R language and the examples that make it so useful for business developers. Focusing on practical solutions, the book offers a crash course in statistics and covers elegant methods for dealing with messy and incomplete data that are difficult to analyze using traditional methods. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on time series analysis, cluster analysis, and classification methodologies, including decision trees, random forests, and support vector machines.</p>
200
R Cookbook, 2nd Edition
http://shop.oreilly.com/product/0636920174851.do
Perform data analysis with R quickly and efficiently with more than 275 practical recipes in this expanded second edition. The R language provides everything you need to do statistical work, … - Selection from R Cookbook, 2nd Edition [Book]
201
The Art of R Programming
http://shop.oreilly.com/product/9781593273842.do
R is the world's most popular language for developing statistical software: Archaeologists use it to track the spread of ancient civilizations, drug companies use it to discover which medications are … - Selection from The Art of R Programming [Book]
202
R Programming for Data Science
https://leanpub.com/rprogramming
Learn the fundamentals for R programming and gain the tools needed for doing data science.
203
A curated list of #rstats books
https://github.com/RomanTsegelskyi/rbooks
A curated list of #rstats books. Contribute to RomanTsegelskyi/rbooks development by creating an account on GitHub.
204
Code Courses | Pluralsight
http://tryr.codeschool.com/
We've integrated the interactivity from Code School into the Pluralsight platform. Grow your skills with code courses, assessments, paths and expert-led content on today’s most in-demand technologies.
205
Static Code Analysis for R
https://github.com/jimhester/lintr
Static Code Analysis for R. Contribute to r-lib/lintr development by creating an account on GitHub.
206
Generate R package documentation from inline R comments
https://github.com/klutometis/roxygen
Generate R package documentation from inline R comments - r-lib/roxygen2
207
An R 📦 to make testing 😀
https://github.com/hadley/testthat
An R 📦 to make testing 😀. Contribute to r-lib/testthat development by creating an account on GitHub.
208
Test coverage reports for R
https://github.com/jimhester/covr
Test coverage reports for R. Contribute to r-lib/covr development by creating an account on GitHub.
209
An Import Mechanism For R
https://github.com/smbache/import/
An Import Mechanism For R. Contribute to rticulate/import development by creating an account on GitHub.
210
Solving complex, industry-specific problems at the speed of thought
http://spotfire.tibco.com/discover-spotfire/what-does-spotfire-do/predictive-analytics/tibco-enterprise-runtime-for-r-terr
Spotfire is a visual data science platform that makes smart people smarter by combining interactive visualizations and advanced analytics to solve complex industry specific business problems.
211
:no_entry: ARCHIVED
https://github.com/ropensci/opendata
:no_entry: ARCHIVED :no_entry: . Contribute to ropensci-archive/opendata development by creating an account on GitHub.
212
Build software better, together
https://github.com/BZRLC/R-notes/blob/master/NLP/readme.md
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.
213
Generate roxygen2 skeletons populated with information scraped from the function script.
https://github.com/metrumresearchgroup/sinew
Generate roxygen2 skeletons populated with information scraped from the function script. - yonicd/sinew
214
Home
https://rweekly.org
Learn R, R tutorials, R resources, blog posts and the latest updates about the statistical programming R language.
215
CRAN Task View: WebTechnologies
https://github.com/ropensci/webservices
CRAN Task View: WebTechnologies. Contribute to cran-task-views/WebTechnologies development by creating an account on GitHub.
216
Spatial and spatio-temporal geostatistical modelling, prediction and simulation
https://github.com/edzer/gstat
Spatial and spatio-temporal geostatistical modelling, prediction and simulation - r-spatial/gstat
217
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
https://github.com/facebookincubator/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. - facebook/prophet
218
:no_entry: ARCHIVED
https://github.com/ropensci/PackageDevelopment
:no_entry: ARCHIVED :no_entry: . Contribute to ropensci-archive/PackageDevelopment development by creating an account on GitHub.
219
Encapsulated object-oriented programming for R
https://github.com/wch/R6
Encapsulated object-oriented programming for R. Contribute to r-lib/R6 development by creating an account on GitHub.
220
Excerpt from the Gapminder data, as an R data package and in plain text delimited form
http://github.com/jennybc/gapminder
Excerpt from the Gapminder data, as an R data package and in plain text delimited form - jennybc/gapminder
221
Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
https://github.com/jennybc/reprex
Render bits of R code for sharing, e.g., on GitHub or StackOverflow. - tidyverse/reprex
222
Tools to make an R developer's life easier
https://github.com/hadley/devtools
Tools to make an R developer's life easier. Contribute to r-lib/devtools development by creating an account on GitHub.
223
Generate static html documentation for an R package
https://github.com/hadley/staticdocs
Generate static html documentation for an R package - r-lib/pkgdown
224
📜 Discover and install useful RStudio addins
https://github.com/daattali/rstudio-addins
📜 Discover and install useful RStudio addins . Contribute to daattali/addinslist development by creating an account on GitHub.
225
Data Science
https://www.coursera.org/specialization/jhudatascience/1
Offered by Johns Hopkins University. Launch Your Career in Data Science. A ten-course introduction to data science, developed and taught by ... Enroll for free.
226
Use R! | Book titles in this series
http://www.springer.com/series/6991?detailsPage=titles
This series of inexpensive and focused books on R is aimed at practitioners. Books can discuss the use of R in a particular subject area (e.g., epidemiology, ...

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why r programming language
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GitHub - johnmyleswhite/ML_for_Hackers: Code accompanying the book "Machine Learning for Hackers"Code accompanying the book "Machine Learning for Hackers" - johnmyleswhite/ML_for_HackersVisit Site

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GitHub - johnmyleswhite/ML_for_Hackers: Code accompanying the book "Machine Learning for Hackers"
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