Repository Index

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

Glue strings to data in R. Small, fast, dependency free interpreted string literals.

• r
• strings
• string-interpolation

Tidy anomaly detection

• detect-anomalies
• decomposition
• iqr
• time-series

Accelerated similarity searching of small molecules (bioconductor package)