Every summer, we welcome a large group of students working on Julia and its packages via the Google Summer of Code program. This year, in addition to GSoC we hosted our own Julia Summer of Code, were fortunate enough to have Julia represented via the MLH Fellowship, and even had folks working on Julia projects as part of other GSoC orgs.
View the Julia Projects GSoC Page.
Adding GPML capabilities to JuliaGaussianProcesses
BNP Benchmarks and Feature Comparisons for Turing and Other PPLs
Deep Learning for 3D Computer Vision
General Improvements for LinearMaps.jl
General partial differential equation solver using neural networks
High weak order stochastic differential equation solvers and their utility in neural stochastic differential equations
Implementation of a hash table based on SwissTable and adding Trees.jl to JuliaCollections
Implementation of a Reservoir Computing library for timeseries prediction
A Lite BERT and Statistical language models
Leveraging Hugging Face Transformers package in Julia
MLJTime - Adding Time Series Support For MLJ
Performance Enhancements and Optimizations for Differential Equation solvers
Polychord Nested Sampling Algorithm Building and Integration with Turing in Julia
Taylor models and a guaranteed ODE solver
ZXCalculus.jl: ZX-calculus for Julia
A Geospatial Data handling package for Julia
A Standards compliant Interval Arithmetic Library
Computational Methods using Zonotopes
MLJ - FairML
N-body problem tooling for large scale electrodynamics simulations
Neural Networks for solving differential equations
Parallel Graph Algorithms
Parameter estimation for nonlinear dynamical models.
Make sure to check out Nabanita's awesome MLH Fellowship blog post: https://medium.com/@Naba7/contributions-to-julia-during-mlh-fellowship20-e8c19d1d237f
If you are interested in joining a MLH cohort, make sure to apply here: https://fellowship.mlh.io and indicate you want to work with the Julia Programming Language.
You can find the original GSoC and JSoC 2020 project list here.
~ Logan, Chris, and Avik (Julia Season of Contributions Team)