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Validate penalty fields, max_latent_value > 0, and unknown attribute
assignments in DisRnnConfig, MultisubjectDisRnnConfig, and DisRnnWNeuralActivityConfig.
Default trainable_param_names to () instead of None and gate parameter
path printing behind verbose=False in checkpoint_utils.get_optimizer_with_frozen_params.
Apply learned choice bottleneck multipliers in plotting.compute_choice_rule.
Fix "All Trials" title string iteration bug and observation_names typing
in plotting.compute_update_rules.
Unify SubjEmb labels to 1-based indexing, add sort_latents support across
update, choice, and neural-activity rule plots so latent numbering matches plot_bottlenecks, and scope matplotlib.rcParams overrides in plotting.
Return figure objects in neuro_disrnn.plot_choice_rule and neuro_disrnn.plot_update_rules, remove the unused plt.subplots allocation
in neuro_disrnn.plot_neural_activity_rules, and compute 2D color scale
limits across all four (choice, reward) conditions.
Fix double normalization of decisions prior to applying lapse in pclicks.drift_diffusion_model.