DOC: clarify purpose of the jax-array doc

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Jake VanderPlas 2023-01-27 09:25:20 -08:00
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## TL;DR
JAX switched its default array implementation to the new `jax.Array` as of version 0.4.1.
This guide explains the reasoning behind this, the impact it might have on your code,
and how to (temporarily) switch back to the old behavior.
### Whats going on?
`jax.Array` is a unified array type that subsumes `DeviceArray`, `ShardedDeviceArray`,