Notes on Dirichlet Processes

Summary of my work developing a high-performance Python library for inference of nonparametric Latent Dirichlet Allocation.

Today is my last day at Qadium. Next week, I am joining the data science team at Distil Networks.

I’ve been privileged to work with Eric Jonas on the data microscopes project for the past 8 months. In particular, I contributed the implementation of Nonparametric Latent Dirichlet Allocation.

I published a collection of notes on nonparametric Bayesian methods and Latent Dirichlet Allocation at I hope this will be useful to other students and researchers of these methods.

Last updated on Feb 14, 2024 19:48 -0500