• Update cache decorators for Streamlit v1.18+

🔴 Bug fixes

• Fix issue #40: remove duplicate NER labels in visualize_ner.

👥 Contributors

@narayanacharya6

✨ New features and improvements

• NEW visualize_spans for span support in displaCy.:

  • PR #37

• visualize_{parser,ner,spans} functions now take a manual argument for rendering data manually

• Updated docstrings with correct arguments & types

• visualize_parser now takes displacy_options for providing options for that visualizer.

• New examples scripts:

  • 05_visualize-spans.py

👥 Contributors

@pmbaumgartner, @svlandeg, @rmitsch

What's Changed

• Fix title in example 03 by @svlandeg in #35
• visualize_spans function + manual argument + docstrings by @pmbaumgartner in #37

Full Changelog: v1.0.3...v1.0.4

✨ New features and improvements

• Improvements to visualize_ner:

  • PR #26: UX and layout improvements
  • PR #27: Allow manual option in visualize_ner
  • PR #31: Allow extra displacy_options to be passed to visualize_ner

• PR #25: Use the streamlit theming options directly in visualizer.py

• PR #29: Ensure the correct texts are passed onwards in visualize_similarity

• New examples scripts:

  • 03_visualize-ner-manual.py
  • 04_visualize-ner-extra-options.py

👥 Contributors

@callistachang, @honnibal, @ines, @Jette16, @narayanacharya6, @svlandeg

• Remove deprecated beta_ prefixes for compatibility with streamlit v0.86.0+.

• Update for spaCy v3.0.

🌙 This release is a pre-release and requires spaCy v3 (nightly).

• Upgrade to latest Streamlit and use columns and expander widgets for controls.
• Move visualizer-specific settings into main content instead of sidebar.
• Add show_config setting to show config.cfg of currently loaded model.
• Add default_model setting to specify option to auto-select in dropdown.
• Add show_pipeline_info setting to toggle pipeline description in sidebar.
• Update default token attributes to include Token.morph and Token.is_sent_start.
• Add get_default_text callback to generate default text based on nlp object (e.g. language).

🌙 This release is a pre-release and requires spaCy v3 (nightly).

• Upgrade to latest Streamlit and use columns and expander widgets for controls.
• Move visualizer-specific settings into main content instead of sidebar.
• Add show_config setting to show config.cfg of currently loaded model.
• Add default_model setting to specify option to auto-select in dropdown.
• Add show_pipeline_info setting to toggle pipeline description in sidebar.
• Update default token attributes to include Token.morph and Token.is_sent_start.

• Clean up custom CSS for color theme.
• Support both lists of model names as well as a dict mapping models to descriptions to display in the dropdown.
• Add show_visualizer_select option to allow user to toggle displayed visualizers (based on the specified options).
• Use checkboxes instead of buttons for JSON Doc and model meta.

• Add key argument to widgets to prevent problem with duplicate widgets.
• Add colors parameter to ner_visualizer.

Thanks to @Jcharis, @yagays, @pmbaumgartner, @andfanilo and @discdiver for the pull requests!