John Snow Labs NLP Test 1.0.2: Patch Release

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📢 Overview

NLP Test 1.0.2 🚀 comes with several improvements and bug fixes, including: 7x speed-up on test generation, support for installation from conda-forge, brand new sphinx docs, bug fixes for token mismatches, and many other enhancements and bug fixes!

A big thank you to our early-stage community for their feedback, questions, and feature requests 🎉 A special thank you to @sugatoray for becoming the library's first contributor from outside of John Snow Labs! 🥳

Make sure to give the project a star right here ⭐

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🔥 New Features & Enhancements

• 7x speed-up through multithreading-based parallelization and other optimizations #325 #321
• Support for installation from conda-forge channel conda-forge/staged-recipes#22525
• Brand new sphinx docs and website updates #335
• Cleaner outputs when generating and running tests #317 #329

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🐛 Bug Fixes

• Fixed token mismatch issues occurring in various edge-cases #328 #331
• Fixed representation and fairness test attribute errors in text classification #325
• Standardized model outputs for default text classification code blocks #325

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❓ 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()

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📖 Documentation

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

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❤️ 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! 🙌

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♻️ Changelog

What's Changed

• Add KDnuggets blogpost notebook by @luca-martial in #314
• Added workflow to let contributors self-assign issues by @sugatoray in #320
• fix invalid hub by @alytarik in #317
• refacto: Sample class by @JulesBelveze in #321
• remove protobuf dependency by @alytarik in #323
• Fix/new tutorials by @ArshaanNazir in #324
• Fix/remove pertubation,py by @ArshaanNazir in #327
• fix: realignment when trailing whitespace in Transformation by @JulesBelveze in #328
• Fix/remove cohyphonym test by @alytarik in #326
• remove default task by @alytarik in #329
• Fix/shouldnt generate after load by @alytarik in #330
• Integrate website alignment fixes into updated docs website branch by @luca-martial in #332
• Update quick_start.md with conda installation instruction by @sugatoray in #334
• fix alignment condition by @ArshaanNazir in #337
• fix: alignment add_contraction by @JulesBelveze in #331
• Refactoring Run Method by @chakravarthik27 in #325
• fixed: warning in augment by @chakravarthik27 in #340
• attribute error emtpy -> empty by @chakravarthik27 in #341
• Update website with new documentation and sphinx docs by @luca-martial in #335
• Release/1.0.2 by @luca-martial in #345

New Contributors

• @sugatoray made their first contribution in #320

Full Changelog: v1.0.1...v1.0.2