Prepare release

CHANGELOG.md

@@ -2,6 +2,32 @@
 
 All notable changes to this project will be documented in this file.
 
+## [0.14.0] - 2024-12-04
+
+### Documentation
+
+- Update readme (Adrian Seyboldt)
+
+
+### Features
+
+- Add sampler stats for points (Adrian Seyboldt)
+
+- Adapt some default parameters for transformed adaptation (Adrian Seyboldt)
+
+
+### Refactor
+
+- Remove unnecessary stats structs and add some transform stats (Adrian Seyboldt)
+
+
+### Testing
+
+- Add vector_dot test (Adrian Seyboldt)
+
+- Fix parallel test in simd mode (Adrian Seyboldt)
+
+
 ## [0.13.0] - 2024-10-23
 
 ### Bug Fixes
@@ -46,6 +72,8 @@ All notable changes to this project will be documented in this file.
 
 - Update dependencies (Adrian Seyboldt)
 
+- Prepare release (Adrian Seyboldt)
+
 
 ### Refactor
 

Cargo.toml

@@ -20,14 +20,14 @@ codegen-units = 1
 [dependencies]
 rand = { version = "0.8.5", features = ["small_rng"] }
 rand_distr = "0.4.3"
-multiversion = "0.7.2"
+multiversion = "0.8.0"
 itertools = "0.13.0"
 thiserror = "2.0.3"
 arrow = { version = "53.1.0", default-features = false, features = ["ffi"] }
 rand_chacha = "0.3.1"
 anyhow = "1.0.72"
 faer = { version = "0.19.4", default-features = false, features = ["std"] }
-pulp = "0.19.6"
+pulp = "0.20.1"
 rayon = "1.10.0"
 
 [dev-dependencies]

src/sampler.rs

@@ -149,7 +149,7 @@ impl Default for LowRankNutsSettings {
 impl Default for TransformedNutsSettings {
     fn default() -> Self {
         Self {
-            num_tune: 4000,
+            num_tune: 1500,
             num_draws: 1000,
             maxdepth: 8,
             max_energy_error: 1000f64,
@@ -159,7 +159,7 @@ impl Default for TransformedNutsSettings {
             adapt_options: Default::default(),
             check_turning: true,
             seed: 0,
-            num_chains: 6,
+            num_chains: 1,
         }
     }
 }

src/transform_adapt_strategy.rs

@@ -25,7 +25,7 @@ impl Default for TransformedSettings {
         Self {
             step_size_window: 0.1f64,
             transform_update_freq: 50,
-            use_orbit_for_training: true,
+            use_orbit_for_training: false,
             transform_train_max_energy_error: 50f64,
             dual_average_options: Default::default(),
         }