Refactor: minor README improvements + code syntax adjustments

EIDOSLAB / torchstain

Stain normalization tools for histological analysis and computational pathology

MIT License

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Refactor: minor README improvements + code syntax adjustments #35

Closed andreped closed 1 year ago

andreped commented 1 year ago

Modifications to the README:

Old algorithms bullet points replaced by implementation table
Removed old implementation table
Specified that runtime results are for Macenko only
Minor inconsistency fixes

Modifications to the code:

All modifications were syntax-related, and do not change any of the actual behaviour

andreped commented 1 year ago

Otherwise, I believe this branch can be merged and a new release can be made.

Jax backend support, as well as support for the vahadane algorithm can be made in the future. Not feasible to add for this release.

andreped commented 1 year ago

@carloalbertobarbano Note that I have improved documentations in this PR. We have also added support for modified reinhard, which was not documented in the existing README.

Also, what about JAX support? Vahadane is not ready to be added, but I believe the Macenko with JAX support should be ready, no?