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
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
vi-per
Accompanying respository to the paper Logistic Variational Bayes Revisited https://arxiv.org/abs/2406.00713
mkomod's Repositories
mkomod/rad
Algorithmic Differentiation (AutoDiff) in R with Rcpp and CppAD
mkomod/cpp-for-the-impatient
Notes from Overlands C++ for the Impatient
mkomod/getbib
Gets bibtex entry from doi or pdf
mkomod/mapwacom
Script to map a wacom device to external monitor
mkomod/mknote
CLI that sets up a new project for coursework / notes
mkomod/ad-optim
A wrapper around R's optimisation routines where function gradients are computed with auto-diff
mkomod/Animations-in-R
A few examples of making animations in R without additional packages.
mkomod/auto-optim
General Purpose Optimization in R using C++: provides a unified C++ wrapper to call functions of the algorithms underlying the optim() solver
mkomod/cdeliv
Repo hosts front end for Cdeliv
mkomod/chess
Chess written in C++
mkomod/conf
config files for servers
mkomod/cv_docs
Computer Visoin and Data Science
mkomod/gp
mkomod/lasso-bounds
Group project for StatML Modern Statistical Theory module
mkomod/llvm-project
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.
mkomod/mkomod.github.io
Currently redirects to mkomodromos.com
mkomod/Object-Oriented-Python
mkomod/ovc
R code to reproduce results for our report on multi-omics integration using sparse canonical correlation analysis
mkomod/PMA
mkomod/rcca
Sparse Canonical Correlation Analysis
mkomod/romics
An R package for simulating -omics datasets
mkomod/rs-ssp
Stan code for Bayesian survival analysis
mkomod/sCCA
Sparse Canonical Correlation Analysis (sCCA)
mkomod/st
st build
mkomod/statml-bayes
Code for experiments using Noise Contrastive Learning
mkomod/statml-cdt-pytorch-tutorial
Introduction to PyTorch - StatML CDT 2020/2021
mkomod/torch7
http://torch.ch
mkomod/trepl
Send commands to a REPL from vim (R, Scala, Spark, ipython...)
mkomod/variational-inference
Statistical Machine Learning Project on Variational Inference
mkomod/wu-phm
Spike and slab survival analysis