feat: change defaults for transform adapt

Author: aseyboldt

src/sampler.rs

@@ -151,8 +151,8 @@ impl Default for TransformedNutsSettings {
         Self {
             num_tune: 1500,
             num_draws: 1000,
-            maxdepth: 8,
-            max_energy_error: 1000f64,
+            maxdepth: 10,
+            max_energy_error: 20f64,
             store_gradient: false,
             store_unconstrained: false,
             store_divergences: false,

src/transform_adapt_strategy.rs

@@ -23,10 +23,10 @@ pub struct TransformedSettings {
 impl Default for TransformedSettings {
     fn default() -> Self {
         Self {
-            step_size_window: 0.1f64,
-            transform_update_freq: 50,
+            step_size_window: 0.07f64,
+            transform_update_freq: 128,
             use_orbit_for_training: false,
-            transform_train_max_energy_error: 50f64,
+            transform_train_max_energy_error: 20f64,
             dual_average_options: Default::default(),
         }
     }