Repository Index

A general-purpose tool for dynamic report generation in R

• knitr
• r
• literate-programming
• sweave

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

A functional programming toolkit for R

• r
• functional-programming

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

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

Survival Analysis and Visualization

Encapsulated object-oriented programming for R

• r

Excerpt from the Gapminder data, as an R data package and in plain text delimited form

Functional programming in R

Methods for Image-Based Cell Profiling

• profiling
• microscopy
• r

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

Accesses parasite occurrence records from the London Natural History Museum's Host-Parasite database, which contains over a quarter of a million helminth records.

• helminth
• parasites
• open-data
• disease-networks