categories:

nixos/linux misc. programming/security/reversing math/stats/ML

recent stuff:

mechagrad

An implementation of reverse-mode automatic differentiation in Rust. Crunch the numbers.

From Random Walks to the Diffusion Equation

Deriving the diffusion equation starting from the random walk.

The Gray-Scott Model of Autocatalytic Reactions

An exposition of the Gray-Scott model, ending with pretty pictures. Check it out!

The Fisher Information Matrix

Connecting the Fisher Information Matrix to the Hessian of the log-likelihood.

Maximum Likelihood Estimation: A Brief Outline

A very brief note outlining the idea of maximum likelihood.

Laplace's Method of Integration

An informal derivation of Laplace's method. Let's approximate!

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