A detailed thread 🧵 on how spaCy's SpanCategorizer works. From a high-level perspective, we can divide spancat into two parts: 1. The suggester 2. The classifier The suggester is a custom function that extracts possible span candidates and feeds them into the classifier.
New release: 🕵️♂️ Holmes v4.0! Information extraction from English and German texts based on predicate logic Highlights: - MIT license - Simplified installation - Wider range of supported Python and spaCy versions Demo: ….holmes.prod.demos.explosion.services github.com/explosion/holm…
New video is live! This is on using the Top2Vec library to do topic modeling. Thanks, @philipvollet for tweeting it out a few weeks ago! Video: youtu.be/bEaxKSQ4Av8 #NLP #digitalhumanities #MachineLearning #Python #pythonlearning
I have started working on a @CLTKorg Textbook with @clemsciences that will be available in at least English and French when complete. It will also have updated videos that will align with v. 1.0+. Should be finished this summer. #NLP #DigitalHumanities #Latin
Next week's video is recorded! We will be looking at Top2Vec. Premieres Monday at 7:00 AM. If you are interested in text analysis and especially topic modeling, then this may just be the Python library for your workflow. Video Link: youtu.be/bEaxKSQ4Av8 #Python #NLP #ML
Want to use machine learning to find similar images easily in #python? Check out this new video on #DeepImageSearch. Video: youtu.be/znM_Z_jYT8E #machinelearning #digitalhumanities #100DaysOfMLCode #DataScience
If you feel like perhaps you can't keep up with all the AWESOME things our spaCy team over at @explosion is doing, consider signing up for our newsletter! The current one is here: mailchi.mp/spacy/data-dup… and there's a big "Subscribe" button at the top if you're interested!
Video on Few-Shot Text Classification with @spacy_io is now live! Video: youtu.be/qLux8NfSEQQ #digitalhumanities #dh #nlp #spacy #machinelearning #pythonprogramming #python
Going live Tuesday at 9:00 AM EST is a new video on @spacy_io and Classy Classification. One of the easiest text classification methods for beginners! youtu.be/qLux8NfSEQQ Follow new Twitter: @Python4DH #NLP #Python #pythonlearning #digitalhumanities
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The EASIEST! way to do Text Classification with spaCy and Classy...
I have been reading the comments and I am happy to announce that I am actively working on Part 2 of my @freeCodeCamp video on @spacy_io . This video/book is taking a bit longer because of the added complexity of the ML-based pipes and the config file.
Enjoying this - this is my first intro to spaCy - Thank you @wjb_mattingly <3
New video for the BookNLP series is now live! In this video, we explore the event detection output from BookNLP. Video: youtu.be/OPDqSj8JCYs Book: booknlp.pythonhumanities.com #NLP #pythonprogramming @digitialhumanities #pythonlearning #Python
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How to do Event Detection for Texts in Python with BookNLP (BookNLP...
The new Python for DH video is now live! It does not cover everything, but enough to get started with the other videos on the channel. free textbook: python-textbook.pythonhumanities.com video: youtu.be/dnUhiHWObQI #Python #Python3 #pythonprogramming #pythonlearning #digitalhumanities
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Python for Beginners with Free Textbook
Thinking about making a video sometime in April on PixPlot from @YaleDHLab. Let me know if you all want to see some image-based content. #digitalhumanities #python4dh #Python
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