21st century AD

Forward Mode Automatic Differentiation for Julia

Statically sized arrays for Julia

An experimental code analyzer for Julia. No need for additional type annotations.

Formatted output of timed sections in Julia

Julia bindings for the Enzyme automatic differentiator

Forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs

Heterogeneous programming in Julia

Special mathematical functions in Julia

Reverse Mode Automatic Differentiation for Julia

Efficient implementation of struct arrays in Julia

Reusable array functionality for Julia's various GPU backends.

MacroTools provides a library of tools for working with Julia code and expressions.

An interface for tables in Julia

Arrays with arbitrarily nested named components.

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.

Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support

Reduce time-to-first-execution of Julia code

Neural Network primitives with multiple backends

Lazy code loading for Julia

Julia package for lazily representing matrices filled with a single entry

Julia macro for re-exporting one module from another

Interpreter for Julia code

Reusable compiler infrastructure for Julia GPU backends.

Compatibility across Julia versions

The dispatch doctor prescribes type stability

Designs for new Base array interface primitives, used widely through scientific machine learning (SciML) and other organizations

It's editing-time, do you know where your methods are?

Julia wrapper for the LLVM C API

Project Preferences Package

A Julia framework for implementing FFTs

Parameterise all the things

Extensions for Julia's docsystem.

Mike's Little Intermediate Representation

Uniform Interface for positive definite matrices of various structures

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Julia implementation of associative containers that preserve insertion order

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SparseArrays.jl is a Julia stdlib

Light-weight expression manipulation tools