8bitmp3 issues

Results 25 issues of


                                            8bitmp3

Update Flax Evolution from Linen to NNX guide

@IvyZX @cgarciae PTAL Preview: https://flax--4289.org.readthedocs.build/en/4289/guides/linen_to_nnx.html

pull ready

Update Flax NNX Randomness

@cgarciae @IvyZX PTAL Preview: https://flax--4279.org.readthedocs.build/en/4279/guides/randomness.html

Update Flax NNX vs JAX Transformations guide

Preview: https://flax--4286.org.readthedocs.build/en/4286/guides/jax_and_nnx_transforms.html @cgarciae @IvyZX PTAL

Fix Philosophy links, update copyright year,

Small fixes to the Flax website. --- Change the copyright year to 2024. --- `index.rst`: Fixing the Philosophy URL ```diff -The Flax philosophy + The Flax philosophy ```

8bitmp3

Update Flax Evolution from Linen to NNX guide

Update Flax NNX Randomness

Update Flax NNX vs JAX Transformations guide

Fix Philosophy links, update copyright year,

Upgrade Flax NNX Bridge API doc

Upgrade Flax NNX Filters doc

Update NNX `State` class docs in `statelib.py`

Update NNX `State.state.split` method docs in `statelib.py`

Update NNX `State.state.filter` method docs in `statelib.py`

Update NNX `State.state.merge` method docs in `statelib.py`