How-to guides# Task-oriented recipes for users who already know the basics and need to accomplish a specific goal. Save and load checkpoints Graph and node system Utility toolkit Collective operations Mixin system Observe and intercept state access with hooks Choose a parameter transform Constrain and regularize parameters Interoperate with flax and equinox Migrating concepts from pytorch to brainstate