The NLP Cypher | 09.19.21
Welcome back! We have a long newsletter this week as many new NLP repos were published as tech nerds return from their Summer vacation. 😁
This week I’ll add close to 150 new NLP repos to the NLP Index. So stay tuned for this update, it will drop this week.
just explore…
Embeddinghub is a database built for machine learning embeddings. It is built with four goals in mind.
- Store embeddings durably and with high availability
- Allow for approximate nearest neighbor operations
- Enable other operations like partitioning, sub-indices, and averaging
- Manage versioning, access control, and rollbacks painlessly
This library is compatible with the usual suspects in NLP: Hugging Face Transformers, spaCy, Stanford Stanza, Flair etc.
Rubrix can:
- Monitor the predictions of deployed models.
- Collect ground-truth data for starting up a project or evolving an existing one.
- Iterate on ground-truth data and predictions to debug, track and improve your models over time.
- Build custom applications and dashboards on top of your model predictions and ground-truth data.
After 5 years, the survey is back.