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Repositories list Taylor polynomial expansions in one and several independent variables.
• • 51• 337• 31• 7• Updated Jul 18, 2024 Jul 18, 2024 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.
Forward Mode Automatic Differentiation for Julia
Utilities for testing custom AD primitives.
• • 15• 50• 63• 10• Updated Jul 16, 2024 Jul 16, 2024 forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
• • 85• 427• 93• 36• Updated Jul 16, 2024 Jul 16, 2024 An abstract interface for automatic differentiation.
• • 18• 136• 37• 7• Updated Jun 29, 2024 Jun 29, 2024 High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)
• • 26• 292• 31• 6• Updated Jun 11, 2024 Jun 11, 2024 Taylor-mode automatic differentiation for higher-order derivatives
• • 7• 66• 3• 1• Updated Jun 6, 2024 Jun 6, 2024 • 9• 11• 0• 0• Updated May 30, 2024 May 30, 2024 Reverse Mode Automatic Differentiation for Julia
• • 57• 343• 67• 8• Updated May 28, 2024 May 28, 2024 Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support
• • 38• 241• 10• 3• Updated May 24, 2024 May 24, 2024 Next-generation AD
• • 31• 429• 39• 17• Updated May 9, 2024 May 9, 2024 Fast jacobian computation through sparsity exploitation and matrix coloring
• • 41• 237• 30• 3• Updated May 2, 2024 May 2, 2024 • • 5• 28• 1• 0• Updated May 2, 2024 May 2, 2024 A package which provides an API for querying differentiation results at multiple orders simultaneously
• • 11• 35• 6• 4• Updated Apr 8, 2024 Apr 8, 2024 The Documenter Theme for the ChainRules family of packages. But you can use it too
• • 2• 8• 2• 1• Updated Apr 8, 2024 Apr 8, 2024 Julia package for representing dual numbers and for performing dual algebra
• • 32• 80• 15• 9• Updated Mar 13, 2024 Mar 13, 2024 A Julia style guide that lives in a blue world
Creative Commons Zero v1.0 Universal
• 34• 478• 35• 2• Updated Mar 8, 2024 Mar 8, 2024 A simple shared suite of common derivative definitions
• • 38• 74• 7• 6• Updated Dec 31, 2023 Dec 31, 2023 A common suite of test functions for stressing the robustness of differentiation tools.
• • 10• 12• 3• 5• Updated Jun 23, 2023 Jun 23, 2023 Tools to help generate operator overloads based on ChainRules
• • 1• 4• 2• 4• Updated Mar 22, 2023 Mar 22, 2023 Helpers for declaring ChainRules
• 2• 1• 0• 4• Updated Mar 16, 2023 Mar 16, 2023 Julia implementation of HyperDualNumbers
• • 20• 42• 1• 1• Updated Mar 14, 2023 Mar 14, 2023 A Cassette-based automatic differentiation package for the Julia language
• • 7• 56• 3• 2• Updated Mar 14, 2023 Mar 14, 2023
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