chore: Prepare release

Author: aseyboldt

CHANGELOG.md

@@ -2,14 +2,16 @@
 
 All notable changes to this project will be documented in this file.
 
-## [0.12.0] - 2024-07-05
+## [0.13.0] - 2024-10-23
 
 ### Bug Fixes
 
 - Expose adaptation settings (Adrian Seyboldt)
 
 - Append missing values for non-diverging draws (Adrian Seyboldt)
 
+- Fix bug where step size stats were not updated after tuning (Adrian Seyboldt)
+
 
 ### Features
 
@@ -21,6 +23,14 @@ All notable changes to this project will be documented in this file.
 
 - Add low-rank modified mass matrix adaptation (Adrian Seyboldt)
 
+- Make cpu_math parallelization configurable (Adrian Seyboldt)
+
+- Add transforming adaptation (Adrian Seyboldt)
+
+- Improve error info for BadInitGrad (Adrian Seyboldt)
+
+- Do not report invalid gradients for transform adapt (Adrian Seyboldt)
+
 
 ### Miscellaneous Tasks
 
@@ -30,11 +40,19 @@ All notable changes to this project will be documented in this file.
 
 - Update changelog (Adrian Seyboldt)
 
+- Prepare release (Adrian Seyboldt)
+
+- Prepare release (Adrian Seyboldt)
+
+- Update dependencies (Adrian Seyboldt)
+
 
 ### Refactor
 
 - Switch to arrow-rs (Adrian Seyboldt)
 
+- Refactor mass matrix adaptation traits (Adrian Seyboldt)
+
 
 ### Styling
 

Cargo.toml

@@ -1,9 +1,9 @@
 [package]
 name = "nuts-rs"
-version = "0.12.1"
+version = "0.13.0"
 authors = [
-  "Adrian Seyboldt <[email protected]>",
-  "PyMC Developers <[email protected]>",
+    "Adrian Seyboldt <[email protected]>",
+    "PyMC Developers <[email protected]>",
 ]
 edition = "2021"
 license = "MIT"

src/lib.rs

@@ -30,6 +30,8 @@
 //!
 //! impl CpuLogpFunc for PosteriorDensity {
 //!     type LogpError = PosteriorLogpError;
+//!
+//!     // Only used for transforming adaptation.
 //!     type TransformParams = ();
 //!
 //!     // We define a 10 dimensional normal distribution