Repository Index

Code accompanying the book "Machine Learning for Hackers"

a curated list of R tutorials for Data Science, NLP and Machine Learning

• datascience
• data-science
• r
• text-mining

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.).

• machine-learning
• data-science
• r
• python

Machine Learning in R

• machine-learning
• data-science
• tuning
• cran

Readings in applied data science

• teaching
• data-science

:round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.

• ggplot2
• cran
• visualization
• text

mlr3: Machine Learning in R - next generation

• machine-learning
• data-science
• classification
• regression

R interface for Apache Spark

• r
• rstats
• apache-spark
• machine-learning

A fresh approach to string manipulation in R

• r
• strings
• regular-expression

🐍🐍🐍 A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.

• snake-case
• camelcase
• pascalcase
• r

RHive is an R extension facilitating distributed computing via Apache Hive.

A fast & lightweight approach to logging in R based on the widely-emulated Apache Log4j project.

• logging
• r

Alternative to pkgdown to document R packages

Personal website

• r
• tidymodels
• tidyverse
• quarto

Restricted Boltzmann Machines in R

chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models