Texthero Versions Save

• Fix packages versions (as #206)
• Lazy-load stopwords only if needed (as #194)
• Fix Pandas FutureWarnings by adding regex=True/False to str.replace()

Fix Wordcloud issue #33 Fix issue #22

Version 1.0.8

Main changes:

• Added (named_entities)[https://texthero.org/docs/api/texthero.nlp.named_entities.html]
• Added (noun_chunks)[https://texthero.org/docs/api/texthero.nlp.noun_chunks]
• Added remove_urls, replace_urls, remove_html_tags, remove_stopwords and replace_stopwords

Dev changes

• Added API with Sphinx + Docusaurus for each function
• Improved docstring documentation
• Improved test coverage and started using Trevis CI for continuous integration
• Format code with black rather than yapf

Releasing V 1.0.4

Methods and their respective functions:

Preprocessing

• clean

Representation

• do_tfidf, do_count, do_pca, do_nmf, do_kmeans, do_dbscan

Visualization

• scatterplot
• top_words