John Snow Labs NLP Test 1.0.1: Patch Release

---

📢 Overview

NLP Test 1.0.1 🚀 comes with several improvements and bug fixes, including: a clean display format for expected and actual results on NER tests, support for a default spaCy text classifier, a bug fix for token mismatches in transformers, and many other enhancements and bug fixes!

A big thank you to our early-stage community for their feedback, questions, and feature requests. 🎉

Make sure to give the project a star right here ⭐

---

🔥 New Features & Enhancements

• Clean display for actual and expected results on NER tests #301
• Added default spaCy text classifier support #285
• Removed memory location display when calling Harness methods #302
• Enhanced error messages for spaCy model downloads #286
• Standardize NER model outputs for all supported libraries #289

---

🐛 Bug Fixes

• Fix swap_entities augmentation failures #284
• Linked replace_to_inter_racial_lastnames and replace_to_native_american_lastnames to transformation #300
• Fix token mismatch issue occurring with transformers #279

---

❓ How to Use

Get started now! 👇

pip install nlptest

Create your test harness in 3 lines of code 🧪

# Import and create a Harness object
from nlptest import Harness
h = Harness(task='ner', model='dslim/bert-base-NER', hub='transformers')

# Generate test cases, run them and view a report
h.generate().run().report()

---

📖 Documentation

• NLP Test: Documentation
• NLP Test: Notebooks
• NLP Test: Test Types
• NLP Test: GitHub Repo

---

❤️ Community support

• Slack For live discussion with the NLP Test community, join the #nlptest channel
• GitHub For bug reports, feature requests, and contributions
• Discussions To engage with other community members, share ideas, and show off how you use NLP Test!

We would love to have you join the mission 👉 open an issue, a PR, or give us some feedback on features you'd like to see! 🙌

---

♻️ Changelog

What's Changed

• Change default data_dir by @luca-martial in #277
• update tutorial notebook links by @ArshaanNazir in #278
• fix: add spaCy model download error message by @chakravarthik27 in #286
• Update README.md by @gadde5300 in #288
• strip bio-tag from jsl by @ArshaanNazir in #290
• chore: strip BIO tag in NEROutput comparison by @JulesBelveze in #289
• fix jsl offset issue by @ArshaanNazir in #293
• Issue 225 finalize augmentation issues by @chakravarthik27 in #284
• fix AddPunctuation test category by @ArshaanNazir in #295
• fix: add perturbation tests and compute transformations by @JulesBelveze in #279
• docs/Add disclaimers and information to tests by @alytarik in #291
• Implementing full test suite for GH actions by @alytarik in #285
• Add pydantic dependency by @luca-martial in #296
• add HF real world notebook by @ArshaanNazir in #298
• fix bias tests by @ArshaanNazir in #300
• Feature: NER label display cleanup by @luca-martial in #301
• Fix/remove output from h.generate() and h.run() and h.augment() by @alytarik in #302
• Fix/add contraction issue by @ArshaanNazir in #303
• Release v1.0.1 by @luca-martial in #306

New Contributors

• @gadde5300 made their first contribution in #288

Full Changelog: v1.0.0...v1.0.1