Releases

v0.6.3

  • Removed the deprecated plot_correlation
  • Added the plot_brush tool.

v0.6.2

  • Made each sklearn compatible language also apply .partial_fit

v0.6.1

  • Added support for DIET embeddings
  • Added support for spaCy 3.0
  • Dropped support for BERT queries

v0.6.0

  • Removed all transformers besides the ones in sklearn and umap

v0.5.10

  • Added a helper to reverse strings for Arabic matplotlib charts.
  • Put back ConveRT. It seems we only need a new hosting link.
  • Added docs example for an Arabic benchmark.
  • Added direct support for LaBSE.

v0.5.4

  • Deprecated the ConveRTLanguage backend. The original authors removed the embeddings.
  • Added the support for the Universal Sentence Encoder.

v0.5.3

  • Fixed the ConveRTLanguage backend. The original source changed their download url.

v0.5.2

  • Added tests for matplotlib and altair.
  • Added plot_3d, allowing you to make some 3d visualisations.
  • Added assign as a nicer alternative for add_property.
  • Added a citation to an research paper on this library.
  • Removed the "helper vectors" from our transformers.

v0.5.1

  • Added a guide on debiasing on the docs.
  • You can now specify the plot axes and title.
  • We've added sensible default values to "plot_interactive". We now assume that you want to plot the first two elements of a vector.
# Before
emb.transform(Pca(2)).plot_interactive('pca_0', 'pca_1')
# After
emb.transform(Pca(2)).plot_interactive()

v0.5.0

  • Added some robustness to the matplotlib based arrow and scatter charts.
  • Started deprecating the plot_correlation method in favor of the new plot_distance and plot_similarity methods.

v0.4.7

  • Fixed bugs relating to conditional imports.
  • Added a new pipe method.

v0.4.6

  • Fixed bugs to become spaCy 2.3 compatible.
  • Added scikit-learn pipeline compatibility for all models.

v0.4.5

  • Created support for tfhub and huggingface backends.
  • Added the ivis transformer.

v0.4.4

  • Added support for ConveRT Embeddings.

v0.4.3

  • Added support for similarity retreival for CountVectorLang
  • Added more methods for Embedding objects: distance, norm

v0.4.2

  • Added support the gensim language backend.

v0.4.1

  • Added support for TSNE

v0.4.0

  • Many small updates to improve documentation
  • Fixed many small bugs for the BytePairLanguage