NEWS.md

In ruimtehol: Learn Text 'Embeddings' with 'Starspace'

CHANGES IN ruimtehol VERSION 0.3.1

• Changes in src/Starspace/src/model.cpp (EmbedModel::train). On Windows, no longer use threads as on CRAN that seems to make the package FAIL.

CHANGES IN ruimtehol VERSION 0.3

• Fixed a bug in saving models trained with ngrams > 1. Embeddings of hashed buckets were not saved.
• Default of bucket argument to the textspace C++ function is now changed to 100000 instead of 2000000, impacting all models with ngrams > 1. This was done as the embeddings of the buckets are now saved
• as.matrix.textspace now also allows to get the LHS and RHS embeddings

CHANGES IN ruimtehol VERSION 0.2.5

• Make example conditionally on availability of udpipe

CHANGES IN ruimtehol VERSION 0.2.4

• Changes to vignette: specify maxTrainTime in examples to avoid issues at CRAN caused by randomisation of starting values.

CHANGES IN ruimtehol VERSION 0.2.3

• Changes to src/Makevars
  • Changes in src/Starspace/src/model.cpp (EmbedModel::train). On Mac, no longer use threads as on CRAN that seems to make the package FAIL (while on Travis it did not - see issue #10)

CHANGES IN ruimtehol VERSION 0.2.2

• fix for embed_sentencespace & embed_docspace & embed_articlespace, sentences should be separated by "\t", not " \t " in order to avoid having "" in the dictionary

CHANGES IN ruimtehol VERSION 0.2.1

• remove the GNU make as part of the SystemRequirements

CHANGES IN ruimtehol VERSION 0.2

• Allow to do transfer learning by passing an embedding matrix and keep on training based on that matrix
• Allow to do semi-supervised learning easily with embed_tagspace
• Attributes attached to a model are now also restored when loading a model with starspace_load_model of type 'ruimtehol'
• Add range.textspace to get the range of embedding similarities
• starspace now also returns the loss before training instead of only starting from epoch 1

CHANGES IN ruimtehol VERSION 0.1.2

• Changes to src/Makevars
  • Added -pthread in PKG_CPPFLAGS and removed usage of SHLIB_PTHREAD_FLAGS

CHANGES IN ruimtehol VERSION 0.1.1

• Initial release based on STARSPACE-2017-2.

ruimtehol documentation built on Jan. 7, 2023, 1:25 a.m.