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![Matthew Honnibal](https://ph-avatars.imgix.net/176394/original.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Prodigy is a new annotation tool for creating training and evaluation data for machine learning models. It comes with an extensible, self-hosted back-end, active learning-powered models that update as you annotate, and a modern web application that helps you stay focused.
![Prodigy](https://ph-files.imgix.net/abdf9178-8ad4-4658-9fb3-a6d9f474b7b5.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Prodigy
Radically efficient machine teaching
![Matthew Honnibal](https://ph-avatars.imgix.net/176394/original.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Matthew Honnibal
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Very pleased to finally ship this! 🎉
Even from the first 0.1 alphas, the response to spaCy has been super kind. But almost as soon as we released the library, neural network technologies took off in a big way, leaving us a lot of catching up to do to get the library really fulfilling its promise: state-of-the-art natural language processing technologies, in an easy to use and production-ready...
![spaCy v2.0](https://ph-files.imgix.net/ab6db30d-0229-42d0-9698-83c50a6b5f32.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
spaCy v2.0
Industrial-strength Natural Language Processing
![Matthew Honnibal](https://ph-avatars.imgix.net/176394/original.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
spaCy is a free, open-source library for advanced Natural Language Processing in Python. The new release features entirely new deep learning-powered models for spaCy's tagger, parser and entity recognizer. The new models are 10× smaller, 20% more accurate and even cheaper to run than the previous generation.
![spaCy v2.0](https://ph-files.imgix.net/ab6db30d-0229-42d0-9698-83c50a6b5f32.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
spaCy v2.0
Industrial-strength Natural Language Processing
![Matthew Honnibal](https://ph-avatars.imgix.net/176394/original.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
![Prodigy](https://ph-files.imgix.net/a9578219-d388-424b-8a53-ec4ca88b1fef.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Prodigy
Radically efficient annotations powered by machine teaching
![Matthew Honnibal](https://ph-avatars.imgix.net/176394/original.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
![displaCy.js](https://ph-files.imgix.net/49c96afa-07bf-4819-be71-8a997bf6bfa5.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
displaCy.js
An open-source AI visualizer for the modern web
![Matthew Honnibal](https://ph-avatars.imgix.net/176394/original.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Matthew Honnibal
left a comment
Ah! The ref=producthunt in the url messes up the first query. Should be fixed soon.
Thanks for posting our demo. Let us know if you have any questions. We're especially interested in hearing more use cases from people. And of course, we always like to see the funniest queries :).
![Spacy.io](https://ph-files.imgix.net/bd173003-5787-4207-8439-b95a49263c51.png?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)
Spacy.io
Semantic analysis of the Reddit hivemind
![Matthew Honnibal](https://ph-avatars.imgix.net/176394/original.jpeg?auto=compress&codec=mozjpeg&cs=strip&auto=format&w=48&h=48&fit=crop)