Clarify documentation re. default bias on EinMix

corrected spelling mistake: einsops -> einops

add mean-reduction for bfloat16, fix #206

fix #210

add py.typed (adopt PEP 561)

(it was unmaintained, and in three years became quite obsolete)

Delete tensorflow-specific readme file

- replace setup.py with pyproject.toml
- use hatch to manage scripts and supplementary environments

Adopt pypa/hatch

Flax does not allow normal MRO for __init__, thus initialization should be available to subclass as a special method

Add flax layers

Tinygrad support

…le now

Allow anonymous axes in parse_shape, fix #302

…dle#63927

* add gitignore rule for .personal files
* resolve all complains from current ruff
* add ruff's W rule, fix ruff's complains
* resolve ruff's deprecation
* apply ruff formatting to whole codebase
* add pre-commit-config
* add ruff checks to github CI
* improve comments in test
* more ruff config
* EinMix: minor improvements in documentation
* update layers to be TF 2.16 - compatible
* increase timeout for cell execution in notebook
* skip tests for previos TF versions

… change)

…ontainer

* consistency between CI and pre-commit on used version of ruff

* adjust ruff setup for notebooks

* reformat notebooks with ruff

* adjust notebook modification for different frameworks