Pinned Repositories
ad-optim
A wrapper around R's optimisation routines where function gradients are computed with auto-diff
csv2tex
An executable python tool, used to convert csv files to LaTeX tables. These files can be saved and then imported into TeX documents
dist
A collection of functions for sampling from distributions
getbib
Gets bibtex entry from doi or pdf
gsvb
Group sparse variaitonal Bayes
presentations
Slides and supplementary materials for presentations.
rad
Algorithmic Differentiation (AutoDiff) in R with Rcpp and CppAD
survival.svb
Variational Bayes for High-Dimensional Survival Analysis https://arxiv.org/abs/2112.10270
urlbib
Takes a url and creates a bibtex reference
user21_ex
Examples of using autodiff in R packages see https://mkomod.github.io/user_tn/technical_note.html for more details
mkomod's Repositories
mkomod/survival.svb
Variational Bayes for High-Dimensional Survival Analysis https://arxiv.org/abs/2112.10270
mkomod/presentations
Slides and supplementary materials for presentations.
mkomod/user21_ex
Examples of using autodiff in R packages see https://mkomod.github.io/user_tn/technical_note.html for more details
mkomod/gsvb
Group sparse variaitonal Bayes
mkomod/matricks
Getting tricky with matrices
mkomod/rmktools
R session tools
mkomod/svb.exp
Code for "Variational Bayes for High-dimensional proportional hazards models"
mkomod/dist
A collection of functions for sampling from distributions
mkomod/causal_inference
mkomod/cinf
mkomod/cuda-samples
Samples for CUDA Developers which demonstrates features in CUDA Toolkit
mkomod/dpmm
mkomod/dwb
mkomod/dwm
dwm build
mkomod/fad
Forward mode AD in R
mkomod/genosolver
GENO is a solver for non-linear optimization problems. It can solve constrained and unconstrained problems.
mkomod/gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
mkomod/hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
mkomod/Hestia
Crime database and maps
mkomod/mlds-unsupervised
mkomod/npl
mkomod/optim-algs
Methods for function optimisation
mkomod/p3
mkomod/pf
PF: a header only template library for fast particle filtering!
mkomod/sb
Simple blog
mkomod/shap
A game theoretic approach to explain the output of any machine learning model.
mkomod/spi
mkomod/survival-ss
An R package for spike-and-slab proportional hazards survival analysis
mkomod/survival.svb.extra
Additional models and utilities for the survival.svb package
mkomod/user_tn
Technical note for the useR 2021 conference