I like to write about technical stuff. I’m an academic, so my writing can sometimes read like a research paper, which is to say: dense. But at least I’m self-aware and working on it. I promise.
Introducing SigAlg: Measure-Theoretic Probability in Python
Stochastic process
IID process
Random walk
Probability theory
Sigma algebras
Filtrations
Information theory
SigAlg
SciPy
Python
Algebras & information
Information theory
Probability theory
Measure theory
Entropy
Mutual information
Sigma-algebras
R
Entropy & information
Information theory
Probability theory
Entropy
Surprisal
KL divergence
Mutual information
Python
SciPy
Gaussian mixture models I: a first look
Mixture models
Gaussian mixture models
Probabilistic graphical models
Machine learning
Probability theory
Python
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