Ask HN: What is your production ML stack like? (2021)

  • Here's the ML stack I have been using for my last project:

    - Doing NLP with spaCy (https://spacy.io/) as I consider it to be the most production ready framework for NLP

    - Annotating datasets with Prodigy (https://prodi.gy/), a paid tool made by the spaCy team

    - Deploying the trained spaCy models onto NLP Cloud (https://nlpcloud.io), a service I helped creating

    - Use the models through the NLP Cloud API in production and enrich my Django application out of it