CHANGES IN crfsuite VERSION 0.4

Add option shape to txt_feature
Added coefficients.crf to allow to easily extract the coefficients from the model instead of the traditional model dump to disk
Allow to pass embedding matrix when training and predicting

CHANGES IN crfsuite VERSION 0.3.4

Change the flexdashboard application by adding links to download the annotations

Add functionalities to allow to evaluate a model and tune hyperparameters of a crfsuite model
Expand txt_feature to allow it to get prefix/suffix of strings
Shiny app now does not show htmlOutput but textOutput + outputs extra field called ‘text_visible’ usefull if you change textOutput(“ui_txt”) to htmlOutput(“ui_txt”) in the app
ner_download_modeldata now returns an object of try-error if modeldata could not be downloaded from github. This in order to be more gracefull on CRAN machines in case of internet connectivity issues
add URL in decscription file
remove the GNU make as part of the SystemRequirements

Fix for as.crf when loaded from file and adding more arguments than just the file
added txt_feature as a simple feature extraction to identify if a word is capitalised, an email, an url or a number
src/cqdb/src/lookup3.c, fix address sanitizer issue

Uses CRFsuite (https://github.com/chokkan/crfsuite) version 0.12 commit dc5b6c7b726de90ca63cbf269e6476e18f1dd0d9
Uses liblbfgs (https://github.com/chokkan/liblbfgs) commit dc5b6c7b726de90ca63cbf269e6476e18f1dd0d9
Allows to build a CRF model, to predict and to easily add attributes
Added flexdashboard app to easily get chunks with labels