I love the work done and made freely available by both spaCy and HuggingFace. I had my own NLP libraries for about 20 years, simple ones were examples in my bo

I love the work done and made freely available by both spaCy and HuggingFace. I had my own NLP libraries for about 20 years, simple ones were examples in my books, and more complex and not so understandable ones I sold as products and pulled in lots of consulting work with. I have completely given up my own work developing NLP tools, and generally I use the Python bindings (via the Hy language (hylang) which is a Lisp that sits on top of Python) for spaCy, huggingface, TensorFlow, and Keras. I am retired now but my personal research is in hybrid symbolic and deep learning AI.