Adaptive Density Estimation by Bayesian Averaging (adeba)
Univariate and multivariate non-parametric kernel density estimation with adaptive bandwidth using a Bayesian approach to Abramson’s square root law.

Generates PFA Documents from R Code and Optionally Runs Them (aurelius)
Provides tools for converting R objects and syntax into the Portable Format for Analytics (PFA). Allows for testing validity and runtime behavior of PFA documents through rPython and Titus, a more complete implementation of PFA for Python. The Portable Format for Analytics is a specification for event-based processors that perform predictive or analytic calculations and is aimed at helping smooth the transition from statistical model development to large-scale and/or online production. See <http://dmg.org/pfa> for more information.

The Hyperdirichlet Distribution, Mark 2 (hyper2)
A suite of routines for the hyperdirichlet distribution; supersedes the hyperdirichlet package for most purposes.

Fast, Weighted ROC Curves (WeightedROC)
Fast computation of Receiver Operating Characteristic (ROC) curves and Area Under the Curve (AUC) for weighted binary classification problems (weights are example-specific cost values).

AWS CloudTrail Client Package (aws.cloudtrail)
A simple client package for the Amazon Web Services (‘AWS’) ‘CloudTrail’ ‘API’ <https://…/>.

Advertisements