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

TensorFlow for R

mlr3: Machine Learning in R - next generation

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

R interface for Apache Spark

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

An R package for the Quantitative Analysis of Textual Data

• r
• text-analytics
• natural-language-processing
• corpus

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

• word2vec
• text-mining
• natural-language-processing
• glove

Personal website

• r
• tidymodels
• tidyverse
• quarto

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