- fix testing Suggests for CRAN
- minor change to output labeling for
test_anchor
- updated documentation for
test_anchor
- added vignette for
test_anchor
- minor change to output labeling for
test_anchor
- updated documentation for
test_anchor
- added vignette for
test_anchor
Added test_anchor
Added more unit tests
Fixed a bug in doc_centrality
using the centroid
method
Fixes for changes to the Matrix package Updating documentation and added examples
Fix encoding issue for non-ASCII characters to work with fastmatch
Add functionality
perm_tester
for Monte Carlo Permutation Tests for Model P-Valuesrancor_builder
creates random corpus based on provided term probabilitiesrancors_builder
creates multiple random corpora]
Include additional tests, updated documentation and vignettes
Working on an encoding error in fastmatch
which shows inconsistent behavior with non-ASCII characters. This dev version provides a temporary fix.
- Add functionality
doc_centrality
calculates four graph-based centrality metrics using DTMsdoc_similarty
calculates four document similarity measures using DTMs
- Replaced dependency
- using ClusterR for
get_regions
, instead of mlpack - Uses the Armadillo library k-means algorithm only (no longer provides an option)
- using ClusterR for
- Added functionality:
seq_builder
creates a token-integer sequence representation
- Added Shakespeare metadata for examples
- Import Matrix package methods
- Added functionality
dtm_builder
includes an option to return a dense base R matrixdtm_stopper
includes an option to remove based on a terms rank (e.g., top 10), stopping based on count and proportion are now two separate options
- Add functions:
find_transformation()
to norm, center, and align matricesfind_projection()
finds the projection matrix onto a vectorfind_rejection()
finds the rejection matrix away from a vectordtm_melter()
quickly turns a DTM into a triplet dataframe (doc_id, term, count)
- Fixed
get_centroid()
naming (limits to single word for names)
- Added functionality to
dtm_stopper()
to stop words by document or term frequencies- Nomenclature was changed,
stop_freq
was changed tostop_termfreq
- Nomenclature was changed,
- Added functionality to
dtm_resampler()
to resample proportion and fixed N lengths - Added and clarified documentation
- Added a
NEWS.md
file to track changes to the package.