William Moses's repositories
ADTypes.jl
Repository for automatic differentiation backend types
ChainRulesCore.jl
AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for your functions in your packages, without depending on any particular AD system.
ClimaSeaIce.jl
🧊 Coupled and stand-alone simulations of sea ice for Earth system modeling
DiffEqBase.jl
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
DiffEqSensitivity.jl
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.
DJUICE.jl
differentiable JUlia ICE model
DynamicPPL.jl
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
FPBench
A standard for floating point accuracy benchmarks
GPUArrays.jl
Reusable array functionality for Julia's various GPU backends.
herbie
Optimize floating-point expressions for accuracy
keras
Deep Learning for humans
keras-cv
Industry-strength Computer Vision workflows with Keras
LinearSolve.jl
LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.
llvm-project
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.
maxtext
A simple, performant and scalable Jax LLM!
NNlib.jl
Neural Network primitives with multiple backends
nsync
nsync is a C library that exports various synchronization primitives, such as mutexes
Oceananigans.jl
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
OptimizationBase.jl
The base package for Optimization.jl, containing the structs and basic functions for it.
SciMLBase.jl
The Base interface of the SciML ecosystem
xla
A machine learning compiler for GPUs, CPUs, and ML accelerators