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)
Language:TeX0 0 00
blackbox
A SMC-SA algorithm for constrained optimisation.
Language:R10
blackjax
BlackJAX is a sampling library designed for ease of use, speed and modularity.
Language:Python0 0 00
cs229t
Statistical Learning Theory (CS229T) Lecture Notes
Language:TeX00
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.
Language:R0 0 00
flexss
Flexible subject-specific curves
Language:R1 1 00
gptel
A simple LLM client for Emacs
Language:Emacs Lisp00
multi-curves
A semiparametric constrained model for fitting multiple curves in one go.
Language:R0 0 00
periodic
A Gibbs sampler that produces strange results.
Language:R0 0 00
sampling-book
Tutorials and sampling algorithm comparisons
Language:TeX0 0 00

weiyaw/blackbox
A SMC-SA algorithm for constrained optimisation.
Language:R10
weiyaw/flexss
Flexible subject-specific curves
Language:R1 1 00
weiyaw/arxiv-style
A Latex style and template for paper preprints (based on NIPS style)
Language:TeX0 0 00
weiyaw/blackjax
BlackJAX is a sampling library designed for ease of use, speed and modularity.
Language:Python0 0 00
weiyaw/cs229t
Statistical Learning Theory (CS229T) Lecture Notes
Language:TeX00
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.
Language:R0 0 00
weiyaw/gptel
A simple LLM client for Emacs
Language:Emacs Lisp00
weiyaw/multi-curves
A semiparametric constrained model for fitting multiple curves in one go.
Language:R0 0 00
weiyaw/periodic
A Gibbs sampler that produces strange results.
Language:R0 0 00
weiyaw/sampling-book
Tutorials and sampling algorithm comparisons
Language:TeX0 0 00
weiyaw/ShinyPastures
R shiny app for viewing and plotting Pastures From Space imagery
Language:R0 0 00
weiyaw/tnorm
Truncated normal distribution using Hamiltonian Monte Carlo
Language:C++0 0 00