diff --git a/examples/axis_ops.rs b/examples/axis_ops.rs
index 3dbf0eee9..624af32c3 100644
--- a/examples/axis_ops.rs
+++ b/examples/axis_ops.rs
@@ -14,21 +14,21 @@ where
 {
     println!("Regularize:\n{:?}", a);
     // reverse all neg axes
-    while let Some(ax) = a.axes().find(|ax| ax.stride() <= 0) {
-        if ax.stride() == 0 {
+    while let Some(ax) = a.axes().find(|ax| ax.stride <= 0) {
+        if ax.stride == 0 {
             return Err(());
         }
         // reverse ax
-        println!("Reverse {:?}", ax.axis());
-        a.invert_axis(ax.axis());
+        println!("Reverse {:?}", ax.axis);
+        a.invert_axis(ax.axis);
     }
 
     // sort by least stride
     let mut i = 0;
     let n = a.ndim();
-    while let Some(ax) = a.axes().rev().skip(i).min_by_key(|ax| ax.stride().abs()) {
-        a.swap_axes(n - 1 - i, ax.axis().index());
-        println!("Swap {:?} <=> {}", ax.axis(), n - 1 - i);
+    while let Some(ax) = a.axes().rev().skip(i).min_by_key(|ax| ax.stride.abs()) {
+        a.swap_axes(n - 1 - i, ax.axis.index());
+        println!("Swap {:?} <=> {}", ax.axis, n - 1 - i);
         i += 1;
     }
 
diff --git a/src/dimension/axes.rs b/src/dimension/axes.rs
index 50830f3c6..a678e78ca 100644
--- a/src/dimension/axes.rs
+++ b/src/dimension/axes.rs
@@ -42,7 +42,11 @@ pub struct Axes<'a, D> {
 
 /// Description of the axis, its length and its stride.
 #[derive(Debug)]
-pub struct AxisDescription(pub Axis, pub Ix, pub Ixs);
+pub struct AxisDescription {
+    pub axis: Axis,
+    pub len: usize,
+    pub stride: isize,
+}
 
 copy_and_clone!(AxisDescription);
 
@@ -51,19 +55,22 @@ copy_and_clone!(AxisDescription);
 #[allow(clippy::len_without_is_empty)]
 impl AxisDescription {
     /// Return axis
+    #[deprecated(note = "Use .axis field instead", since = "0.15.0")]
     #[inline(always)]
     pub fn axis(self) -> Axis {
-        self.0
+        self.axis
     }
     /// Return length
+    #[deprecated(note = "Use .len field instead", since = "0.15.0")]
     #[inline(always)]
     pub fn len(self) -> Ix {
-        self.1
+        self.len
     }
     /// Return stride
+    #[deprecated(note = "Use .stride field instead", since = "0.15.0")]
     #[inline(always)]
     pub fn stride(self) -> Ixs {
-        self.2
+        self.stride
     }
 }
 
@@ -79,11 +86,11 @@ where
     fn next(&mut self) -> Option<Self::Item> {
         if self.start < self.end {
             let i = self.start.post_inc();
-            Some(AxisDescription(
-                Axis(i),
-                self.dim[i],
-                self.strides[i] as Ixs,
-            ))
+            Some(AxisDescription {
+                axis: Axis(i),
+                len: self.dim[i],
+                stride: self.strides[i] as Ixs,
+            })
         } else {
             None
         }
@@ -94,7 +101,11 @@ where
         F: FnMut(B, AxisDescription) -> B,
     {
         (self.start..self.end)
-            .map(move |i| AxisDescription(Axis(i), self.dim[i], self.strides[i] as isize))
+            .map(move |i| AxisDescription {
+                axis: Axis(i),
+                len: self.dim[i],
+                stride: self.strides[i] as isize,
+            })
             .fold(init, f)
     }
 
@@ -111,11 +122,11 @@ where
     fn next_back(&mut self) -> Option<Self::Item> {
         if self.start < self.end {
             let i = self.end.pre_dec();
-            Some(AxisDescription(
-                Axis(i),
-                self.dim[i],
-                self.strides[i] as Ixs,
-            ))
+            Some(AxisDescription {
+                axis: Axis(i),
+                len: self.dim[i],
+                stride: self.strides[i] as Ixs,
+            })
         } else {
             None
         }
diff --git a/src/dimension/dimension_trait.rs b/src/dimension/dimension_trait.rs
index 18a10c3f0..92f241189 100644
--- a/src/dimension/dimension_trait.rs
+++ b/src/dimension/dimension_trait.rs
@@ -332,8 +332,8 @@ pub trait Dimension:
         };
         axes_of(self, strides)
             .rev()
-            .min_by_key(|ax| ax.stride().abs())
-            .map_or(Axis(n - 1), |ax| ax.axis())
+            .min_by_key(|ax| ax.stride.abs())
+            .map_or(Axis(n - 1), |ax| ax.axis)
     }
 
     /// Compute the maximum stride axis (absolute value), under the constraint
@@ -346,9 +346,9 @@ pub trait Dimension:
             _ => {}
         }
         axes_of(self, strides)
-            .filter(|ax| ax.len() > 1)
-            .max_by_key(|ax| ax.stride().abs())
-            .map_or(Axis(0), |ax| ax.axis())
+            .filter(|ax| ax.len > 1)
+            .max_by_key(|ax| ax.stride.abs())
+            .map_or(Axis(0), |ax| ax.axis)
     }
 
     /// Convert the dimensional into a dynamic dimensional (IxDyn).
diff --git a/src/impl_methods.rs b/src/impl_methods.rs
index 19733fc6d..9943e7c8e 100644
--- a/src/impl_methods.rs
+++ b/src/impl_methods.rs
@@ -557,16 +557,16 @@ where
     where
         F: FnMut(AxisDescription) -> Slice,
     {
-        (0..self.ndim()).for_each(|ax| {
+        for ax in 0..self.ndim() {
             self.slice_axis_inplace(
                 Axis(ax),
-                f(AxisDescription(
-                    Axis(ax),
-                    self.dim[ax],
-                    self.strides[ax] as isize,
-                )),
+                f(AxisDescription {
+                    axis: Axis(ax),
+                    len: self.dim[ax],
+                    stride: self.strides[ax] as isize,
+                }),
             )
-        })
+        }
     }
 
     /// Return a reference to the element at `index`, or return `None`