v0.7.0

What's Changed

• Complete revamp by @gdalle in #160
• Remove mention of (now unsupported) kwargs by @gdalle in #162
• Delete build directory by @gdalle in #163

Main breaking changes

• The forward function (now called solver) must return a byproduct z in all cases, which will usually be nothing. It used to be optional. For most users, adaptation will only require replacing forward(x) = y by forward(x) = (y, nothing).
• Support for keyword arguments has been removed.
• Forward rules for Enzyme have been dropped (temporarily).

Please refer to the API reference and FAQ for more details.

Main new features

• The ability to run preparation on the differentiation of conditions. This is useful e.g. to leverage a sparse backend and build Jacobian matrices instead of calling lazy pushforwards and pullbacks

Full Changelog: v0.6.3...v0.7.0