Independent Component Analysis
Cocktail parties make me anxious
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Data Scientist. Machine learning + Genetics.
Latest posts
How do vector databases work?
Finding similar documents in large collections
Cross-entropy. Intuition and applications.
The secret sauce of machine learning
Covariance and precision
Learning the hidden structure of data
DNA language model fine-tuning and inference
Using Hugging Face transformers
An intro to uv
A Swiss Army Knife for Python data science
SHAP values
A model-agnostic framework for explaining predictions
Knockoffs
FDR-controlled feature selection
Random walks and Markov chains
PageRank, MCMC, and others
Graphs and Linear Algebra
Matrices associated to graphs and their properties