Merge branch 'release' into dev

Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "peroxide"
-version = "0.35.1"
+version = "0.36.0"
 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 +1,35 @@
+# Release 0.36.0 (2024-04-08)
+
+## Huge Update - Error handling & Whole new ODE
+
+### Error handling
+
+- Add `thiserror` for error handling
+- Implement errors for cubic spline & cubic hermite spline.
+- Implement errors for weighted uniform distribution & PRS.
+
+### Seedable sampling
+
+- Now, all distribution has `sample_with_rng` method.
+- There are two wrappers for `SeedableRng`
+  - `smallrng_from_seed` : Performant but not secure
+  - `stdrng_from_seed` : Performant enough and secure enough
+
+### Whole new ODE
+
+- Remove all boilerplates.
+- Now, `ODE` is composed of traits.
+  - `ODEProblem`: Trait for defining and ODE problem.
+  - `ODEIntegrator`: Trait for integrating ODE.
+    - `RK4`: Runge-Kutta 4th order
+    - `RKF45`: Runge-Kutta-Fehlberg 4/5th order
+    - `GL4`: Gauss-Legendre 4th order
+    - You can implement your own integrator.
+  - `ODESolver`: Trait for solving ODE.
+    - `BasicODESolver`: Basic ODE solver - define range of t, initial step size and integrate it.
+    - You can implement your own solver.
+- For more information, see [docs for ode](https://axect.github.io/Peroxide_Doc/peroxide/numerical/ode/index.html).
+
 # Release 0.35.1 (2024-03-29)
 
 - Add `PlotType` for `Plot2D`