GSoC Participation History
Technologies
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Past Projects
Extending Reachability Analysis with Matrix Zonotopes in ReachabilityAnalysis.jl
This project aims to extend the existing capabilities of ReachabilityAnalysis.jl with a new state-of-the-art algorithm for reachability analysis,...
Sharing is Caring; Improving the Julia GPU Stack Portability.
The state of Julia GPU support ranges from “very good” (CUDA.jl) to “on the way” (Metal.jl). Recently, the shared high-level interface GPUArrays.jl...
Improving the Performance of GNNs Using Sparse Linear Algebra
Graph Neural Networks (GNNs) are powerful tools for processing graph-structured data, with applications spanning social networks, recommendation...
A Digital Twin approach for Advanced Supervoxel Visualization for Multi-Image View in Imaging
This project extends the capabilities of the MedEye3D framework by developing an advanced visualization tool for supervoxel-based comparison across...
Integrating Agents.jl with Reinforcement Learning Techniques
The proposal aims to integrate the Julia package Agents.jl (for agent-based modeling) with ReinforcementLearning.jl or Crux.jl, enabling intelligent...
Implementing a Graph-State Backend for QuantumClifford.jl
QuantumClifford.jl enables efficient simulation of Clifford circuits acting on stabilizer states using the (de)stabilizer formalism, with complexity...
Supporting Patient Level Prediction Pipelines within JuliaHealth
The project aims to enhance patient-level prediction (PLP) workflows for OMOP CDM data by developing robust, interoperable tooling within the...
Ab-Initio Quantum Chemistry with Rimu.jl
This project proposes adding new features to Rimu.jl --- a Julia package that implements a random integrator for many-body quantum systems ---...
R Interface for JuliaBUGS
The main goal of this project is to develop the R interface for JuliaBUGS, enabling a broader range of users already familiar with these languages to...
Improving search functionality for Documenter.jl
This project aims to significantly enhance the search experience within documentation generated by Documenter.jl. The current client-side search...
Time series forecasting at scales
Potential users requiring time series forecasting cannot shift to Julia due to a lack of scalable and efficient packages. The project aims to create...
Browser-Based Graphical Interface for JuliaBUGS
JuliaBUGS is a modern Julia implementation of the classic Bayesian Inference using Gibbs Sampling — BUGS language for Bayesian modeling, combining...
Efficient RMA Integration and Graph Partitioning for Scalable Task Execution in MPI-based Dagger.jl
This project aims to optimizing the MPI integration within Dagger.jl by first extending and improving the existing MPI.jl interface, documenting new...
Development of a New Language Server for Julia
The Language Server Protocol (LSP) is a communication protocol between editors and analysis engines. Many major editors support this protocol, making...
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