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Source  : e96c0bb
Branch  : main
Author  : Andrew Gait <andrew.gait@manchester.ac.uk>
Time    : 2026-04-22 16:19:13 +0000
Message : Merge pull request #97 from UoMResearchIT/80-readme-has-some-unfinished-sections

Update incomplete sections in README

Author: actions-user

03-numpy_essential.md

@@ -420,6 +420,7 @@ plt.ylabel('Pixel Count')
 ```
 
 ![](fig/photon_count_a.png){alt='Histogram showing photon count, with (almost) all values around 0.'}
+
 This confirms our suspicions that many pixels have very low photon counts.
 
 :::::::::::::::::::::::::::::::::::::::::  callout
@@ -452,6 +453,7 @@ plt.ylabel('Pixel Count')
 ```
 
 ![](fig/photon_count_c.png){alt='Histogram showing photon counts between 1 and 30'}
+
 We see that there is a bi-modal distribution, with the largest peak around 8-9 photons, and a smaller peak around 3-4 photons.
 
 Now that we can see that the majority of the data is below a photon count of 25, we can start manipulating our image plot to see more details of the nebulae:

md5sum.txt

@@ -6,7 +6,7 @@
 "links.md" "8184cf4149eafbf03ce8da8ff0778c14" "site/built/links.md" "2025-04-15"
 "episodes/01-introduction.md" "45f9d3a720eff2bfc316a2bbe0dafcd5" "site/built/01-introduction.md" "2026-04-21"
 "episodes/02-dictionaries.md" "01d0b5ca498525f3fff069efae731735" "site/built/02-dictionaries.md" "2026-04-21"
-"episodes/03-numpy_essential.md" "c4f2ca475b83d05cce060ffb311b8719" "site/built/03-numpy_essential.md" "2026-04-21"
+"episodes/03-numpy_essential.md" "b1bc2d8b36e7bf87aa19a15ef7b398da" "site/built/03-numpy_essential.md" "2026-04-22"
 "episodes/04-software_package_management.md" "42f84af49a6bcd23958a42ba7592a2b6" "site/built/04-software_package_management.md" "2026-04-22"
 "episodes/05-defensive_programming.md" "906c151b83b81c929caae42af7fc942c" "site/built/05-defensive_programming.md" "2026-04-21"
 "episodes/06-units_and_quantities.md" "4d3277e812cc109804d1b798c9db1404" "site/built/06-units_and_quantities.md" "2026-04-22"