Merge branch 'release' into dev

Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "peroxide"
-version = "0.37.8"
+version = "0.37.9"
 authors = ["axect <[email protected]>"]
 edition = "2018"
 description = "Rust comprehensive scientific computation library contains linear algebra, numerical analysis, statistics and machine learning tools with farmiliar syntax"

RELEASES.md

@@ -1,3 +1,7 @@
+# Release 0.37.9 (2024-07-31)
+
+- Fix inconsistent lambert w function name [#65](https://github.com/Axect/Peroxide/issues/65) (Thanks to [@JSorngard](https://github.com/JSorngard))
+
 # Release 0.37.8 (2024-07-30)
 
 - Integrate with [lambert_w](https://crates.io/crates/lambert_w) crate ([#63](https://github.com/Axect/Peroxide/pull/63)) (Thanks to [@JSorngard](https://github.com/JSorngard))

src/special/mod.rs

@@ -1,4 +1,31 @@
-//! Special function module
+//! Special functions module
+//! 
+//! This module provides implementations of various special mathematical functions
+//! commonly used in statistical and scientific computing. It includes:
+//! 
+//! - Basic special functions:
+//!   - Gaussian (Normal) function
+//!   - Gamma function and its logarithm
+//!   - Pochhammer symbol (rising factorial)
+//! 
+//! - Incomplete special functions:
+//!   - Regularized incomplete gamma function and its inverse
+//!   - Regularized incomplete beta function and its inverse
+//! 
+//! - Error functions:
+//!   - Error function (erf) and its complement (erfc)
+//!   - Inverse error function and inverse complementary error function
+//! 
+//! - Other functions:
+//!   - Beta function
+//!   - Phi function (CDF of the standard normal distribution)
+//!   - Lambert W function (principal branch W₀ and secondary branch W₋₁)
+//! 
+//! Many of these functions are implemented using efficient numerical approximations
+//! or by wrapping functions from other crates (e.g., `puruspe`, `lambert_w`).
+//! 
+//! The module also includes an enum `LambertWAccuracyMode` to control the
+//! accuracy-speed trade-off for Lambert W function calculations.
 
 pub mod function;
 pub mod lanczos;