Merge pull request #28 from gjbex/development

Development

Author: gjbex

scientific_python.pptx

@@ -26,7 +26,7 @@ to create it.  There is some material not covered in the presentation as well.
 * [`birdsong`](birdsong): illustration of signal processing with scipy, reading
   and writing of a WAV file, computing the amplitude spectrum using FFT,
   applying a high-pass filter.
-* [`boekh`](bokeh): illustrations of how to create plots using bokeh, including
+* [`bokeh`](bokeh): illustrations of how to create plots using bokeh, including
   interactive plots.
 * [`hdf5`](hdf5): illustrations of how to create and access HDF5 files.
 * [`image-processing`](image-processing): illustrations of image processing

source-code/README.md

@@ -2278,9 +2278,9 @@
    "id": "471eb127-a819-4fe0-aeab-6434713fedf0",
    "metadata": {},
    "source": [
-    "In all of the four scenarios considered, broadcasting alays had a better performance than `for` loops.  It is also intereesting to notice that although the four scenarios are different, each of them does the exact same number of computations.  This illustrates that the order in which elements of multi-dimensional arrays are accessed si quite important.\n",
+    "In all of the four scenarios considered, broadcasting always had a better performance than `for` loops.  It is also interesting to notice that although the four scenarios are different, each of them does the exact same number of computations.  This illustrates that the order in which elements of multi-dimensional arrays are accessed si quite important.\n",
     "\n",
-    "It pays of the consider this when designing your software, since making changes to the data representation may become quite costly later in the software development process.\n",
+    "It pays off to consider this when designing your software, since making changes to the data representation may become quite costly later in the software development process.\n",
     "\n",
     "Also note that the operations we implemented in the use cases should be done using optimized libraries such as, e.g., OpenCV."
    ]
@@ -2302,7 +2302,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.9"
+   "version": "3.13.5"
   }
  },
  "nbformat": 4,