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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

Unreleased

0.7.12

Added

Better documentation on argument assumptions (#917)

Fixed

Speed up Mooncake in forward mode by preallocating tangents (#915)
Speed up Mooncake reverse mode with selective zeroing (#916)

0.7.11

Fixed

Allow (empty) sparse Hessians of linear functions (#906)

0.7.10

Fixed

Add Prep to the public interface (#875)
Improve performance of unbatched out-of-place Jacobian (#876)

0.7.9

Fixed

Handle empty row or column colors in mixed mode sparse Jacobian (#864)

0.7.8

Added

Support the new ADTypes.NoAutoDiff (#851)

Fixed

Speed up Mooncake by avoiding tuple broadcasting (#853)

0.7.7

Fixed

Improve support for empty inputs (still not guaranteed) (#835)

0.7.6

Fixed

Put test deps into test/Project.toml (#840)
Set up pre-commit (#837)

Fixed

Put test deps into test/Project.toml (#840)

0.7.5

Added

Support forward-mode Mooncake with AutoMooncakeForward (#813)

0.7.4

Added

Make AutoForwardFromPrimitive and AutoReverseFromPrimitive public (#825)

Fixed

Replace one with oneunit in basis computation (#826)

0.7.3

Fixed

Bump compat for SparseConnectivityTracer v1 (#823)

0.7.2

Feat

Backend switching for Mooncake (#768)

Fixed

Speed up sparse preparation for GPU arrays (#818)

0.7.1

Feat

Use Mooncake's internal copy utilities (#809)

Fixed

Take absstep into account for FiniteDiff (#812)
Make basis work for CuArray (#810)

0.7.0

Changed

Preparation is now strict by default (#799)
New Arxiv preprint for citation (#795)

0.6.54 - 2025-05-11

Added

Dependency compat bounds for extras (#790)
Error hints for Enzyme (#788)

0.6.53 - 2025-05-07

Changed

Allocate Enzyme shadow memory during preparation (#782)