Feature Stores: Deep Learning, NLP, and Knowledge Graphs
We will introduce feature stores and examine the implications of deep learning on feature stores as well as discuss the role of feature stores as part of the emerging MLOps stack.
Extending the Jupyter UX with Custom Widgets: Lessons Learned
As we set out to build a set of powerful in-house interactive annotation tools for NLP/ML tasks, we wanted to share our lessons learned with the community on extending Jupyter notebooks with custom widgets.
React + D3: A Starter’s Guide
At Megagon Labs, I create demos to clearly showcase the hard work of our natural language processing/machine learning researchers and engineers. In all my demos, I relied heavily on React. Its declarative approach, state management, and control over the DOM made sense to me. Particularly for data-intensive machine learning (ML) applications, React efficiently updates state […]
