fix: bump deps

Cargo.toml

@@ -11,25 +11,15 @@ license-file = "LICENSE"
 readme = "README.md"
 repository = "https://github.com/COMBINE-lab/kde-rs"
 homepage = "https://COMBINE-lab.github.io/kde-rs"
-include = [
-  "/src/*.rs",
-  "/Cargo.toml",
-  "/README.md",
-  "/LICENSE"
-]
-keywords = [
-  "kernel-density",
-  "density-estimation",
-  "kde",
-  "statistics"
-]
+include = ["/src/*.rs", "/Cargo.toml", "/README.md", "/LICENSE"]
+keywords = ["kernel-density", "density-estimation", "kde", "statistics"]
 categories = ["command-line-utilities", "science"]
 
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
 [dependencies]
-ndarray = "0.15"
-ndarray-stats = "0.5.1"
+ndarray = "0.15.6"
+ndarray-stats = "0.6.0"
 num = "0.4"
 anyhow = "1.0.86"
 itertools = "0.13.0"
@@ -39,4 +29,4 @@ pyo3 = "0.21.2"
 numpy = "0.21.0"
 rand = "0.8.5"
 kendalls = "0.2.2"
-ordered-float = "4.2.1"
+ordered-float = "4.2.2"

src/lib.rs

@@ -5,13 +5,15 @@
 //!
 //! # Example
 //! ```
-//! use kders::kde;
+//! use kders::{kde, kde::GridDimensions};
+//! use rand::prelude::*;
+//! use rand::{distributions::Uniform, Rng};
 //!
 //! // create a grid on the range [0, 100]x[0, 100] with bins
 //! // of width 5 and a kernel bandwidth of 2.
 //! let mut rng = rand::thread_rng();
 //! let die = Uniform::from(10.0..100.);
-//! let mut g = kde::KDEGrid(GridDimension{ 100, 100 }, 5, Some(2.0));
+//! let mut g = kde::KDEGrid::new(GridDimensions{ width: 100, height: 100 }, 5, Some(2.0));
 //!
 //! // add 100 random observations
 //! for _i in 0..100 {
@@ -21,7 +23,7 @@
 //! }
 //! // obtain the density grid on which we'll evaluate our queries
 //!
-//! let density = g.get_kde()?;
+//! let density = g.get_kde().unwrap();
 //! // lookup the density at some points
 //! let a = density[(10_usize, 10_usize)];
 //! let b = density[(10_usize, 25_usize)];