A web app that reads handwritten digits with LeNet-5
A small web app that reads an uploaded handwritten digit with LeNet-5. Two Docker containers, one FastAPI endpoint, and a page that shows what the network actually sees.
Blog¶
Notes on numerical methods, modelling and engineering. Each post comes with the code that produced its figures.
Mutual information and transfer entropy in Python with infomeasure
A pointer to infomeasure, an open-source Python library with ready-made estimators for entropy, mutual information and transfer entropy, and to a notebook that checks it against analytical results.
Euler–Maruyama for a noisy harmonic oscillator
Numerical methods Stochastic dynamics
How to add noise to an oscillator with the Euler–Maruyama scheme, why the noise term scales with the square root of the time step, and a check against an exact result for the mean energy.
