weiyaw
Bayesian statistics and deep learning @ the University of Melbourne.
University of MelbourneMelbourne, Australia.
Pinned Repositories
arxiv-style
A Latex style and template for paper preprints (based on NIPS style)
blackbox
A SMC-SA algorithm for constrained optimisation.
blackjax
BlackJAX is a sampling library designed for ease of use, speed and modularity.
cs229t
Statistical Learning Theory (CS229T) Lecture Notes
FIELDimageR
FIELDimageR: A R package to analyze orthomosaic images from agricultural field trials. This package is a compilation of functions to analyze pos-mosaicking images from research fields, and allows to: crop the image; remove soil effect; build vegetation indices; rotate the image; build the plot shapefile; extract information for each plot; and evaluate stand count, canopy percentage, and plant height.
flexss
Flexible subject-specific curves
gptel
A simple LLM client for Emacs
multi-curves
A semiparametric constrained model for fitting multiple curves in one go.
periodic
A Gibbs sampler that produces strange results.
sampling-book
Tutorials and sampling algorithm comparisons
weiyaw's Repositories
weiyaw/blackbox
A SMC-SA algorithm for constrained optimisation.
weiyaw/flexss
Flexible subject-specific curves
weiyaw/arxiv-style
A Latex style and template for paper preprints (based on NIPS style)
weiyaw/blackjax
BlackJAX is a sampling library designed for ease of use, speed and modularity.
weiyaw/cs229t
Statistical Learning Theory (CS229T) Lecture Notes
weiyaw/FIELDimageR
FIELDimageR: A R package to analyze orthomosaic images from agricultural field trials. This package is a compilation of functions to analyze pos-mosaicking images from research fields, and allows to: crop the image; remove soil effect; build vegetation indices; rotate the image; build the plot shapefile; extract information for each plot; and evaluate stand count, canopy percentage, and plant height.
weiyaw/gptel
A simple LLM client for Emacs
weiyaw/multi-curves
A semiparametric constrained model for fitting multiple curves in one go.
weiyaw/periodic
A Gibbs sampler that produces strange results.
weiyaw/sampling-book
Tutorials and sampling algorithm comparisons
weiyaw/ShinyPastures
R shiny app for viewing and plotting Pastures From Space imagery
weiyaw/tnorm
Truncated normal distribution using Hamiltonian Monte Carlo