Posts

Pointing at a loss function is not a valid substitute for an actual engagement with the behaviors and internal representations a model has developed.

Some thoughts on the connection between neurons as physical objects, neural representations, and subjective experience.

A look at three formulations of the problem of consciousness, their metaphysical assumptions, and their implications for science.

A blog post introducing probabilistic forecasting in the Darts open source time series library, including an artificial and a real-world example.

A blog post outlining a very simple approach to building a system for detecting fraudulent transactions using the Isolation Forest algorithm.

How a convolutional network with some simple adaptations can become a powerful tool for sequence modeling and forecasting.