Release V0.7.0: torch.compile, preserve axis identity, array api · arogozhnikov/einops

Major changes:

torch.compile just works, registration of operations happens automatically
JAX's distributed arrays can use ellipses, and in general ellipsis processing now preserves axis identity. This involved changing internal gears of einops.
Array API: einops operations can be used with any framework that follows the standard (see einops.array_api)
Python 3.7 is dead. Good bye, you were great at the time
Gluon is dropped as previously announced
reduce/repeat/rearrange all accept lists now

PRs list

Preserve axis identity + drop python 3.7 by @arogozhnikov in #255
Support array api by @arogozhnikov in #261
add type-based caching by @arogozhnikov in #262
Uniform support for list inputs across rearrange/reduce/repeat by @arogozhnikov in #263
Drop gluon by @arogozhnikov in #264
automatically register torch ops in torchdynamo by @arogozhnikov in #265
release 0.7.0rc1, highlight changes in README by @arogozhnikov in #266
cover dynamic shapes in torch.compile, introduce fallback if shape was not cacheable by @arogozhnikov in #275
bump version by @arogozhnikov in #276
fix #279, update description by @arogozhnikov in #281
Add support for any/all reductions in einops.reduce by @arogozhnikov in #282
maintenance: cache pip dependencies by @arogozhnikov in #283
maintenance: update versions of github actions by @arogozhnikov in #285

Full Changelog: v0.6.1...v0.7.0