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David Miller's Projects

cfdpython icon cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

lorentzgroupnetwork icon lorentzgroupnetwork

Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of space and time in physics.

python-is-cool icon python-is-cool

Cool Python features for machine learning that I used to be too afraid to use

quantum-python-lectures icon quantum-python-lectures

A series of self-study lectures on using Python for scientific computing at the graduate level in atomic physics and quantum optics.

stanford-cs231n icon stanford-cs231n

Notes and assignments for Stanford CS class CS231n: Convolutional Neural Networks for Visual Recognition

statistics-notes icon statistics-notes

Personal notes on statistics with a focus on applications to experimental high energy physics

susydiagrams icon susydiagrams

Scripts for producing Simplified Model Diagrams for SUSY analyses

utilities icon utilities

Various software utilities, plotting functions, bash scripts, and so on

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