vgherard: Software

This page contains some selected software projects - mainly R libraries - I am currently or have been working on. See also my GitHub profile and my R-universe website.

kgrams

kgrams provides tools for training and evaluating \(k\)-gram language models, including several probability smoothing methods, perplexity computations, random text generation and more. It is based on an C++ back-end which makes kgrams fast, coupled with an accessible R API which aims at streamlining the process of model building, and can be suitable for small- and medium-sized NLP experiments, baseline model building, and for pedagogical purposes.

fcci

fcci is an R package providing support for building Feldman-Cousins confidence intervals.

r2r

r2r provides a flexible implementation of hash tables in R, allowing for:

arbitrary R objects as keys and values,
arbitrary key comparison and hash functions,
customizable behaviour (throw or return a default value) on missing key exceptions.

Corrections

If you see mistakes or want to suggest changes, please create an issue on the source repository.

Reuse

Text and figures are licensed under Creative Commons Attribution CC BY-SA 4.0. Source code is available at https://github.com/vgherard/vgherard.github.io/, unless otherwise noted. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".