GitLab

* change method call to function call in images

* change numpy.mean to numpy.max

I honestly didn't realize I was still listed as a Maintainer on here.

* Add notebook entry to references

* Link notebook to reference entry mainly because the term was not introduced before

* Add missing spaces

* Changed and extended reference entry

* Change line length
Co-authored-by: Tobias Weiß <tweiss@gfz-potsdam.de>

fix typo in solution of "sorting into buckets"

* Add alt-text to Episode 5

* Correct line lengths for alt-text

* Correct typo & phrasing of units of pepper

Python function structure image now has a detailed description: ../fig/python-function.svg

* provide detailed alt text to intro image 02.

Additional variables as Sticky Notes now has a detailed content: ../fig/python-sticky-note-variables-02.svg

* change image 01 from name to label to be consistent

Operations across axes now has a detailed content: ../fig/python-operations-across-axes.png

Additional variables as Sticky Notes now has a detailed content: ../fig/python-sticky-note-variables-03.svg

Flowchart conditional image now has a detailed description: ../fig/python-flowchart-conditional.png

Variables as Sticky Notes now has a detailed content: ../fig/python-sticky-note-variables-01.svg

Remove commas from the output of `offset_mean(data, 0)` call.

* Update 02-numpy.md

Changing `numpy.diff` example to use data from the inflammation dataset.

As well as adding introduction to usage `axis` parameter of `numpy.diff` in the 2D multi-dimensinal array.

* Update 02-numpy.md

Change `row_start` variable name to `patient3_week1`.

Modify wording for the 2D array `numpy.diff` example question.

* Adding decimer indicator for number within numpy array

* Add printing statement for viewing of patient3_week1 data

* 02-numpy: clarify numpy.diff() part

Using a variable called `npdiff` to hold an array is highly confusing,
given that the function to be learned here is called {numpy,np}.diff().

Also, stress that the array returned by `diff()` is shorter by one.

* 02-numpy: diff(): rename variable, streamline text

Rename variable `a` -> `row_start` and add text relating that to the
`data` array encountered earlier.

The text part about "patient data is _longitudinal_" is redundant since
that answers the question posed later regarding the usage of the `axis`
keyword. It intoduces the usage of `axis`, while the following intro to
diff() first uses a 1d array.

* 02-numpy: diff(): Re-add introduction lines

+ Add "Overview" section
+ Reorder items in the "Launch Python Interpreter" section
+ Move instructions from "Navigate to the data folder" to the previous section

changes not to use in place operators, which are being introduced in a later lesson

Split 02-numpy.md into 02-numpy.md and 03-matplotlib.md

Conflicts:
	_episodes/02-numpy-backup.md
	_episodes/02-numpy.md
	_episodes/03-matplotlib.md

* Update 04-lists.md

I think it's good to repeat the explanation of behaviour caused by (attempted) copying and then modifying the list in place. From teaching this several times, I think it would help to notify the learner that the use of append here is a second, similar example to what we saw earlier with the salsa list.

* Update 04-lists.md

Replaced brackets with back-ticks and added comma.

* Clarification of 1.0 v 1.

The previous explanation implies that Python will always print 1.0 as "1." when there's nothing after the decimal point. However, this is specific to numpy. For example, the statement "print(1.0)" will print "1.0" and not "1.". I also clarified the space saved was on the screen (rather than in memory for example).

* Update 02-numpy.md

* Update 02-numpy.md

* Update 02-numpy.md