work
GPU and performance work on open-source libraries.
- EvoTrees.jl
A rewrite of the GPU backend for gradient-boosted trees, portable across GPU vendors.
- NeuroTabModels.jl
Deep learning for tabular data, compiled to XLA with Reactant.jl and differentiated with Enzyme.
- ParallelParticleSwarms.jl
Particle swarm optimization inside GPU kernels, made to scale to any problem dimension and to handle ill-conditioned problems.
- RAMTools
Tools for RAM (ROOT Alignment/Map), a format for genomic alignment data built on ROOT's RNTuple.