2026
25 projects
RobStatTM-Py: Python Wrappers for Modern Robust Statistical Estimation
This project will produce RobStatTM-Py, a Python library exposing the target RobStatTM function set for this project through lightweight rpy2...
Multilingual documentation of R packages
This project implements a new R package that brings multilingual documentation to R help pages with correct support for dynamic content generated by...
Translating R Filters to AWK Streams
R's standard file reading functions must ingest data into memory before any filtering can occur, creating a hard memory ceiling for large datasets....
mlr3torchAUM on CRAN
This project aims to extend the mlr3torch ecosystem by implementing AUC-oriented loss functions and training-time sampling strategies for imbalanced...
Generalized changepoint regression
Changepoint detection is widely used in modern data streams, but current regression based changepoint methods are limited in flexibility. Existing...
mlr3 hugging face
This project proposes mlr3hf, an R package for integrating Hugging Face datasets into the mlr3 ecosystem. The package will allow users to download...
Adding Confidence Intervals for Changepoint Detection
The central task in this project is to take the mentors’ existing confidence-set prototype and develop it into a maintainable package feature. The...
Integrating Distributional Copula Regression into the gamboostLSS Package
This project is about extending the gamboostLSS package by flexible copula regression via gradient boosting. Currently the framework only supports...
Rosetta: Python wrappers for Bioconductor packages via rpy2
Problem: R remains the gold standard in bioinformatics thanks to Bioconductor. However, many data scientists prefer Python for machine learning and...
C++ Acceleration and Modern Architectures for {torchvision} in R
The {torchvision} library in mlverse is already near-feature-parity with the PyTorch library, but certain performance optimisation and...
glmmTMB via RTMB
This project's goal is to improve the accessibility and sustainability of the glmmTMB R package by replacing its C++-based TMB backend with a more...
Advancing Animint2 — Performance, Renderer and New Features
This project implements five concrete improvements to animint2 across the R compiler, animint.js renderer, and CI pipeline. First, polygon holes via...
mlr3changepoint: A Unified Framework for Weakly Changepoint Detection
Offline change-point detection is a widely used statistical technique for identifying structural breaks in sequential data, with applications in...
Updating and Extending the ecotourism Package for Teaching and Wildlife Trip Planning
This proposal aims to extend the ecotourism R package developed during GSoC 2025 by updating the tourism data to include most of 2025, creating...
nicheR shiny: Interactive GUI for ellipsoid-based virtual niches
Virtual niche simulations are a powerful tool for testing ecological theory, and nicheR provides an integrated, R-native framework for...
Animated Interactive ggplots with animint2
animint2 is an R package that translates ggplot2 graphics into interactive animated web visualizations using D3.js and a custom JavaScript renderer...
rjsf: R Implementation of the Jump-Switch-Flow Stochastic Simulation Algorithm
Stochastic simulation is essential in computational biology and infectious disease modelling, but existing methods require a trade-off between...
Multivariate Support and Performance Improvements in imputeTestbench
This project focuses on extending the imputeTestbench R package to better support modern time series data. The current package works well for...
hyperSpec-HPC: Fast Sparse Spectral Kernels in R and Rust
The project will develop a high-performance Rust backend for graph-based spatial smoothing of hyperspectral images, delivered through an R package,...
Extending Torchvision with C++ Performance Optimisations for Production-Grade Computer Vision in R
The torchvision package in the mlverse ecosystem provides essential tools for computer vision workflows in R, including datasets, transformations,...
tourr: new PP indices based on scagnostics
This project will extend the tourr R package by adding new projection pursuit indices (PPIs) based on scagnostics, so users can search for a wider...
Classbound: Exploring Boundaries for Classifiers
This project aims to extend the classbound R package into a general framework for exploring and comparing classification boundaries across a wide...
data.table
The proposal includes detailed information about me (such as my qualifications and other relevant details), project details, my approach to the...
mlr3torchAUM A Comprehensive Solution for Imbalanced Classification in R
Problem: Imbalanced datasets pose a significant challenge in machine learning, where standard metrics like accuracy can falsely evaluate a model that...
Time-Dependent Constraints in gfpop
This project extends the gfpop R package to support time-dependent constraints. Instead of using a fixed constraint graph, the graph can change at...