Utilities of gauge fields coupled with higher-form gauge fields
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Updated
Jul 14, 2024 - Julia
Utilities of gauge fields coupled with higher-form gauge fields
Hamiltonian Monte Carlo (HMC) sampling method in Python3, based on the original paper: Simon Duane, Anthony D. Kennedy, Brian J. Pendleton and Duncan Roweth (1987). "Hybrid Monte Carlo". Physics Letters B. 195 (2): 216–222.
HMCi is a utility that collects metrics from one or more IBM Power Hardware Management Consoles (HMC), without the need to install agents on logical partitions / virtual machines running on the IBM Power systems.
R package that uses rstan capabilities to sample using `HMC' and inference for developmental rate dynamics of species in ecology
Development of a Face Tracking Pipeline for lower face tracking RGB HMCs
Theano implementations of thermodynamic Monte Carlo algorithms
Scripts to download & install camera-streamer for a Raspberry Pi Zero 2 with Camera Module v3 Wide. The primary use case is as a wireless HMC (Helmet Mounted Camera) for facial motion capture.
Measurements for lattice QCD. This is intended to use in LatticeQCD.jl.
Modified TensorFlow implementation for training MCMC samplers on Lattice Gauge Theory models from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network
How Bayesian should Bayesian Optimisation be?
A dashboard build with bokeh to provide interative data visualization and exploration of survey results.
Code implementing Integrator Snippets, joint work with Christophe Andrieu and Chang Zhang
A Shiny app to help people learn (and play with) Hamiltonian Monte Carlo
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