Finding a Match Between Genomics and Machine Learning
A discussion on where modern computational approaches like machine learning and randomized linear algebra can support genomics research.
Blog Posts
Notes on machine learning, computational biology, and related topics.
Apr 2026
Oct 2024
Genetic LLM Evo: A Third-Party Perspective
A third-party independent evaluation of the Evo language model for learning biological patterns at the genetic level.
Jun 2022
Expectation-Maximization (EM) algorithm part II (EM-PCA)
Applying the EM algorithm to speed up PCA computation, with experimental results on the 1000 Genome dataset.
Apr 2022
Expectation-Maximization (EM) algorithm part I (Introduction)
An introduction to the EM algorithm with a genomics application using the 1000 Genome dataset.