R project for statistical computing
R software for statistical computing & graphics
GSoC Participation History
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Past Projects
Torchvision in R
This project focuses on extending the R interface of the torchvision library by implementing support for core computer vision datasets and model...
DBmaps: An R Tool for Streamlining Database Joins
The DBmaps package aims to simplify the analysis of data in relational databases using R. It addresses the problem of complex data manipulation,...
Expected Returns: Factor Formation
Financial factor investing relies on rigorous quantitative research to explain asset returns and generate alpha. While many academic models and...
Modern time series estimation
This project will implement the recent techniques from Gallagher et al. (2024) and Gallagher et al. (2025) for improved time series simulation...
grepreaper R Package Development
The grepreaper package addresses the critical need for efficient pattern matching and selective data loading in R, particularly for large datasets....
Refining the R Dev Container for Debugging and Local Use
This project aims to refine the R Dev Container by addressing three critical areas: debugging capabilities, cross-platform compatibility, and IDE...
Enhancing Animint2 with New Features and Gallery Updates.
This project aims to improve Animint2 by, enhancing grid layouts for ggplot2 to simplify plot arrangement, porting the Animint gallery from NAU...
AI Scholar: A Modern AI RAG-aware Model Utilizing GraphRAG for Thoughtful Academic Paper Analysis
Researchers have tremendous difficulty keeping up with the exponential growth of scientific literature, hindering their ability to stay on top of the...
CI Optimization for R Package Performance Testing
This project addresses the inefficiencies in the continuous integration (CI) workflow for the R package ecosystem—specifically, for the widely-used...
Extending Torchvision Support in R for Computer Vision Tasks
The torch ecosystem is rapidly growing in R, but it still lacks support for several key computer vision capabilities available in Python's...
Interactive diagnostics for NLDR visualizations
This project aims to improve the interpretation of non-linear dimension reduction (NLDR) methods like t-SNE and UMAP by linking them with linear...
pandemonium: GUI for cluster analysis with interactive visualization
The pandemonium package is a specialized cluster analysis tool designed for physics applications. It employs hierarchical clustering and provides an...
Structured Covariance Matrices for lme4
This project extends the lme4 R package to support structured random effects covariance matrices such as AR(1), compound symmetry, and diagonal...
ChatR: A Local, Inclusive, and Accurate R Expert Chatbot for the R Ecosystem
Problem: While Large Language Models (LLMs) like ChatGPT can generate R code, they often lack precision when answering questions about third-party R...
Ecotourism Data Package
This project proposes the development of an R data package designed to support teaching and exploration of data visualization through the lens of...
Enhancing the Jaya R Package for Efficient Optimization
The Jaya R package implements the Jaya optimization algorithm, a gradient-free, population-based method for solving both single-objective and...
Efficient Implementations of Change-Point Detection Algorithms Using Modern C++
This project aims to develop efficient, user-friendly statistical software in R for offline change-point detection, based on the widely used Python...
Enhancing data.table: Enhancing Functionality, and Ensuring Quality
This project aims to improve the user experience for data.table by closing some of the hundreds of outstanding issues. The focus will be on resolving...
Updates in VedicDateTime R Package
The VedicDateTime R package is a specialized toolkit designed to handle date-time computations in the context of the Vedic calendar system. Initially...
Reimplementing the Core Samplers of the dirichletprocess R Package in C++
This project aims to address performance limitations of the dirichletprocess R package by reimplementing its computationally intensive core sampling...
imputeTestbench for multivariate time series
The imputeTestbench package offers an automated framework to benchmark various imputation techniques on univariate time series. It has been widely...
Advancing Animint2 - Testing, Rendering and Gallery port
This project will enhance Animint2 by implementing advanced plot layouts via HTML tables, porting and refining the visualization gallery, fixing...
Enhancing the spinebil Package for Projection Pursuit Diagnostics
The spinebil package provides diagnostic tools to evaluate projection pursuit (PP) index functions, which are used to discover informative...
data.table
This project focuses on strengthening the data.table package by improving its documentation, enhancing consistency, fixing bugs, refactoring code,...
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