Blog
Bayesian-like Processes In LLMs - Few-Shot Prompting And The Prior Gap
Bayes’ theorem is probably one of my favorite ideas in statistics. The idea that we update our beliefs based on observed data sits at the core of the scientific method (and shou...
Benchmarking And Behavioral Study of LLMs For Time-Series Analysis
In my previous post I used an LSTM to classify astronomical transients. The motivation for this project is laid out in detail there, however there is one point I want to reitera...
RNNs, LSTMs, and the classification of astronomical transients
This project focuses on classifying light curves of astronomical transients using recurrent neural networks.
Getting started with ML and AI
As the “About” section of this repo shows, I am an astrophysicist working on high-energy astronomical transients in radio wavelengths. My journey into ML and AI started when I r...