[Feature Request] Implicit gradient support

[Benjamin-eecs]

Motivation

for imaml and model-based meta-rl algos

Solution

• linear system solver for hessian vector product
• jaxopt decorator
• imaml example
• implicit differentiation tutorial
• api docs
• readme

Checklist

• I have checked that there is no similar issue in the repo (required)