Below is a list of the R packages that I authored, an overview is available here:
A Recurrent Neural Network in native R, transforms numbers to binaries before adding bit by bit, teaching itself how to carry.
Code examples for basic mechanisms of neural networks, such as backpropagation, gradient descent, and dropout.
with Mattieu Stigler
Set of functions for Regression Discontinuity Design (‘RDD’), for data visualisation, estimation and testing.
The diagonals package (CRAN) implements several tools for dealing with fat diagonals on matrices.
Block-diagonal matrices can be extracted or removed using two small functions implemented here. Furthermore, non-square matrices are supported using two additional functions.
Block-diagonal matrices occur when we combine two dimensions of a data set along one edge of a matrix. For example, trade-flow data in the decompr and gvc package have each
country * industry combination occur on each edge of the matrix.
- Importing to Export (
- Exporting to Re-export (
- New Revealed Comparative Advantage (