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In-depth posts on technical topics, career reflections, and ideas.

My Python Environment Workflow with Conda

Sequential Minimal Optimization Algorithm for Support Vector Machines
Nonparametric Latent Dirichlet Allocation
Sample from Antoniak Distribution with Python

Collapsed Gibbs Sampling for Bayesian Mixture Models (with a Nonparametric Extension)

Nomenclature of Dirichlet Processes

Econtalk Topics: Nonparametric LDA in Practice

Notes on Gibbs Sampling in Hierarchical Dirichlet Process Models

Data Science and Agriculture
Classes Future Programmers Should Take
Fitting a Mixture Model with Gibbs Sampling

Nonparametric Latent Dirichlet Allocation

High Quality Code at Quora
Sampling from a Hierarchical Dirichlet Process
