From 0e9d4de8f251b6c9d3ad6a65369301e3255afb93 Mon Sep 17 00:00:00 2001
From: lauraporta <ucqflpo@ucl.ac.uk>
Date: Wed, 4 Sep 2024 18:05:44 +0200
Subject: [PATCH 01/13] change dates

---
 index.qmd | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/index.qmd b/index.qmd
index 821187e..172a88b 100644
--- a/index.qmd
+++ b/index.qmd
@@ -11,7 +11,7 @@ format:
     revealjs:
         theme: [default, niu-dark.scss]
         logo: img/logo_niu_dark.png
-        footer: "Collaborative coding and software engineering good practice (BIIG hackday) | 2024-07-15"
+        footer: "Collaborative coding and software engineering good practice | 2024-10-02"
         slide-number: c
         menu:
             numbers: true
@@ -31,7 +31,7 @@ format:
     html:
         theme: [default, niu-dark.scss]
         logo: img/logo_niu_dark.png
-        date: "2024-07-15"
+        date: "2024-10-02"
         toc: true
         code-overflow: scroll
         highlight-style: atom-one

From 0c692640759aa8fc5f20dc59ed61e12b8ef55e30 Mon Sep 17 00:00:00 2001
From: lauraporta <ucqflpo@ucl.ac.uk>
Date: Wed, 11 Sep 2024 12:07:23 +0200
Subject: [PATCH 02/13] Deleting part of the presentation

---
 index.qmd | 80 +++++--------------------------------------------------
 1 file changed, 7 insertions(+), 73 deletions(-)

diff --git a/index.qmd b/index.qmd
index 172a88b..6d0a4d3 100644
--- a/index.qmd
+++ b/index.qmd
@@ -145,77 +145,13 @@ pip install my_awesome_package
 
 ::::
 
-## Table of contents
+## The journey of a developer and its Python package
 
-* coding collaboratively ๐Ÿค
-* writing documentation ๐Ÿ“ƒ
-* writing tests โœ…
-* evaluating and improving the quality of code ๐Ÿค”
-* creating a python package ๐Ÿ“ฆ
+* Refactor your scripts ๐Ÿ—๏ธ
+* Package your project ๐Ÿ“ฆ
+* Share your project ๐ŸŒ
 
-## We are in a playground today
 
-:::: {.columns}
-
-::: {.column width="50%" style="font-size: 0.5em;"}
-![Photo by <a href="https://unsplash.com/@tlemaitre?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Thierry Lemaitre</a> on <a href="https://unsplash.com/photos/DCTz78QCY24?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>](img/thierry-lemaitre-DCTz78QCY24-unsplash.jpg){height=500}
-:::
-
-::: {.column width="50%"}
-* make a mess
-* break things
-* be active
-* embrace the chaos
-* have fun
-:::
-
-::::
-
-## We are in a playground today
-
-:::: {.columns}
-
-::: {.column width="50%" style="font-size: 0.5em;"}
-![Photo by <a href="https://unsplash.com/@tlemaitre?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Thierry Lemaitre</a> on <a href="https://unsplash.com/photos/DCTz78QCY24?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>](img/thierry-lemaitre-DCTz78QCY24-unsplash.jpg){height=500}
-:::
-
-::: {.column width="50%"}
-* some things will come easy to you...
-* ...others not
-* if you find something easy, there are optional exercises...
-* ... or you can help others.
-:::
-
-::::
-## Set up your playground
-
-:::: {.columns}
-
-::: {.column width="50%" style="font-size: 0.5em;"}
-![Photo by <a href="https://unsplash.com/@tlemaitre?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Thierry Lemaitre</a> on <a href="https://unsplash.com/photos/DCTz78QCY24?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>](img/thierry-lemaitre-DCTz78QCY24-unsplash.jpg){height=500}
-:::
-
-::: {.column width="50%"}
-* fork and clone the repo locally [as described in Exercise 1](https://github.com/{{< meta exercises.org-repo >}}/issues/1)
-* set up a conda environment for today:
-
-```{.bash}
-conda create -n "software-good-practice-course" python=3.11 
-conda activate software-good-practice-course
-```
-
-:::
-
-::::
-
-[https://neuroinformatics.dev/course-software-good-practice/](https://neuroinformatics.dev/course-software-good-practice/)
-
-
-{{< include slides/collaborate.qmd >}}
-
-{{< include slides/documentation.qmd >}}
-
-{{< include slides/testing.qmd >}}
 
 {{< include slides/refactoring.qmd >}}
 
@@ -225,11 +161,9 @@ conda activate software-good-practice-course
 
 ## Summary
 
-* coding collaboratively ๐Ÿค (issues and pull requests)
-* writing documentation ๐Ÿ“ƒ (docstrings, sphinx)
-* writing tests โœ… (pytest, test cases)
-* evaluating and improving the quality of code ๐Ÿค” (code smells, refactoring, DRY)
-* creating a python package ๐Ÿ“ฆ (cookiecutter, pypi)
+* Do not repeat yourself ๐Ÿ™Š
+* Package your project ๐Ÿ“ฆ
+* Share your project ๐ŸŒ
 
 ## Retrospective
 

From e1d2276f8e31d4f299c4be124d95fca723b69ced Mon Sep 17 00:00:00 2001
From: lauraporta <ucqflpo@ucl.ac.uk>
Date: Wed, 11 Sep 2024 12:07:44 +0200
Subject: [PATCH 03/13] Expanding refactoring

---
 img/programming_for_non_programmers.gif | Bin 0 -> 159732 bytes
 slides/refactoring.qmd                  |  13 +++++++++++++
 2 files changed, 13 insertions(+)
 create mode 100644 img/programming_for_non_programmers.gif

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diff --git a/slides/refactoring.qmd b/slides/refactoring.qmd
index 8e59690..f1d46c6 100644
--- a/slides/refactoring.qmd
+++ b/slides/refactoring.qmd
@@ -1,5 +1,18 @@
 # Code Quality
 
+## A common scenario
+![Photo by <a href="https://phdcomics.com/comics.php?f=1690">PhD comics</a>](img/programming_for_non_programmers.gif)
+
+## A common scenario
+So, youโ€™ve written your long analysis script, and it works... but the structure is messy:  
+
+- the analysis logic is scattered and hard to follow  
+- plotting functions are mixed with data processing  
+- hardcoded numbers, file paths, and magic values are everywhere  
+
+Don't stop here! Your work isnโ€™t truly finished.  
+Let's start from the basics.
+
 ## Code smells
 
 > A code smell is a surface indication that usually corresponds to a deeper problem in the system.

From 57136c130621fc6848a4a01314d3db184209b4fa Mon Sep 17 00:00:00 2001
From: lauraporta <ucqflpo@ucl.ac.uk>
Date: Wed, 11 Sep 2024 14:26:14 +0200
Subject: [PATCH 04/13] Update index file with placeholder and expand the
 summary

---
 index.qmd | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/index.qmd b/index.qmd
index 6d0a4d3..1bd4507 100644
--- a/index.qmd
+++ b/index.qmd
@@ -44,7 +44,7 @@ format:
         page-layout: full
         default-image-extension: png
 exercises:
-    org-repo: "UCL-bioimage-analysis/rse-best-practices-playground"
+    org-repo: "TO_BE_UPDATED"
 ---
 
 ## Alessandro Felder
@@ -148,11 +148,11 @@ pip install my_awesome_package
 ## The journey of a developer and its Python package
 
 * Refactor your scripts ๐Ÿ—๏ธ
+* Transform them in a modular pipeline ๐Ÿ—‚๏ธ
 * Package your project ๐Ÿ“ฆ
 * Share your project ๐ŸŒ
 
 
-
 {{< include slides/refactoring.qmd >}}
 
 {{< include slides/packaging.qmd >}}
@@ -161,10 +161,15 @@ pip install my_awesome_package
 
 ## Summary
 
-* Do not repeat yourself ๐Ÿ™Š
+* Refactor your scripts ๐Ÿ—๏ธ
+* Transform them in a modular pipeline ๐Ÿ—‚๏ธ
 * Package your project ๐Ÿ“ฆ
 * Share your project ๐ŸŒ
 
+## Extra resources
+If you want to practice refactoring, testing and documenting we have prepared [some exercises](https://github.com/{{< meta exercises.org-repo >}}/issues/)
+
+
 ## Retrospective
 
 * Anonymously tell us what you thought [on this ideaboardz](https://ideaboardz.com/for/Collaborative%20coding%20retrospective/5104750)...

From 9e36596013768966d09fd6e695d1e302ec4fd46c Mon Sep 17 00:00:00 2001
From: lauraporta <ucqflpo@ucl.ac.uk>
Date: Wed, 11 Sep 2024 14:26:29 +0200
Subject: [PATCH 05/13] Add more content related to refactoring

---
 slides/refactoring.qmd | 104 +++++++++++++++++++++++++++++++++++++----
 1 file changed, 94 insertions(+), 10 deletions(-)

diff --git a/slides/refactoring.qmd b/slides/refactoring.qmd
index f1d46c6..bab4b59 100644
--- a/slides/refactoring.qmd
+++ b/slides/refactoring.qmd
@@ -1,17 +1,16 @@
 # Code Quality
 
 ## A common scenario
-![Photo by <a href="https://phdcomics.com/comics.php?f=1690">PhD comics</a>](img/programming_for_non_programmers.gif)
+![Image by <a href="https://phdcomics.com/comics.php?f=1690">PhD comics</a>](img/programming_for_non_programmers.gif)
 
-## A common scenario
-So, youโ€™ve written your long analysis script, and it works... but the structure is messy:  
-
-- the analysis logic is scattered and hard to follow  
-- plotting functions are mixed with data processing  
-- hardcoded numbers, file paths, and magic values are everywhere  
+## The messy reality
+You've written your analysis script, and it works... but it's chaotic:
 
-Don't stop here! Your work isnโ€™t truly finished.  
-Let's start from the basics.
+- Hardcoded numbers, file paths, and cryptic names are everywhere
+- Analysis logic is scattered and hard to follow
+- Plotting functions are tangled with data processing
+  
+Don't move on the next project! Your work isnโ€™t done yet.
 
 ## Code smells
 
@@ -43,7 +42,92 @@ def print_fastest_time(time_list):
 
 {{< include slides/mentimeter.qmd >}}
 
-## [Exercise: don't repeat yourself (DRY)](https://github.com/{{< meta exercises.org-repo >}}/issues/4)
+## General tips for writing functions
+- small
+- do one thing
+- one level of abstraction per function
+- use descriptive names
+- limit amount of arguments
+
+## How many code smells can we find here?
+
+```{.python}
+a = 500 
+b = 0.75 
+
+# from michael old analysis pipeline
+def process_data(T, sr, t):
+    s = [x * t for i, x in enumerate(T.iloc[:, 0]) if (x % t) > sr and i % 3 == 0]
+    return sorted(s, reverse=True)[:len(s)//2] if len(s) > 5 else s
+
+import pandas as pd
+data = pd.read_csv("/Users/helen/Desktop/29104629.csv")
+
+spikes = process_data(data, a, b)
+```
+
+## How many code smells can we find here?
+
+{{< include slides/mentimeter.qmd >}}
+
+## After refactoring
+```{.python}
+# Constants for sampling rate and spike threshold
+SAMPLING_RATE = 500  # Hz
+SPIKE_THRESHOLD = 0.75  # Arbitrary units
+
+import pandas as pd
+
+# Load the dataset
+# Avoid hardcoded paths and non-meaningful filenames; use a descriptive path.
+data_path = input()
+data = pd.read_csv(data_path)
+
+# Refactored spike detection function with clear logic and meaningful names
+def detect_spikes(data, sampling_rate, threshold):
+    spike_times = []
+    for i, value in enumerate(data.iloc[:, 0]):
+        # Detect spikes based on threshold and other criteria
+        if value > threshold and i % 3 == 0:
+            spike_times.append(value)
+
+    # Return the list of detected spikes, sorted in descending order
+    return sorted(spike_times, reverse=True)
+
+# Detect spikes using the provided sampling rate and threshold
+spikes = detect_spikes(data, SAMPLING_RATE, SPIKE_THRESHOLD)
+```
+
+## Make your code modular
+- preprocess.py
+- analysis.py
+- plot.py
+- io.py (for reading/writing data)
 
+## An example pipeline
+Import your functions and classes in your main analysis pipeline
+```{.python}
+from my_project.io import load_calcium_data
+from my_project.preprocess import extract_fluorescence
+from my_project.analysis import analyze_calcium_timeseries
+from my_project.plot import make_figures_for_paper
+
+def my_calcium_imaging_pipeline():
+    raw_data = load_calcium_data()
+    delta_fluorescence = extract_fluorescence(raw_data)
+    spike_times_table = analyze_calcium_timeseries(delta_fluorescence)
+    make_figures_for_paper(spike_times_table)
+
+    print("Completed")
+  
+if __name__ == "__main__":
+    my_calcium_imaging_pipeline()
+```
 
+## To learn more...
+Suggested resources:  
+- Clean Code by Robert C. Martin  
+- Head First Design Patterns: A Brain-Friendly Guide by Eric Freeman  
 
+## Next steps
+Now that your logic is split into modules and your pipeline is well crafted you might want to move to the next step...
\ No newline at end of file

From 9555d0f7179545c5194a77ca729b6f3765d51f08 Mon Sep 17 00:00:00 2001
From: lauraporta <ucqflpo@ucl.ac.uk>
Date: Fri, 13 Sep 2024 09:57:09 +0100
Subject: [PATCH 06/13] Remove personal intro of Alessandro

---
 index.qmd | 18 ------------------
 1 file changed, 18 deletions(-)

diff --git a/index.qmd b/index.qmd
index 1bd4507..3582c7a 100644
--- a/index.qmd
+++ b/index.qmd
@@ -64,24 +64,6 @@ Research Software Engineer at
 :::
 ::::
 
-## Alessandro Felder
-
-:::: {.columns}
-
-<!--  make size of font smaller -->
-::: {.column width="50%" style="font-size: 0.5em;"}
-![Photo by Ivo D.](img/alessandro.png){height=500 fig-align=center}
-:::
-
-::: {.column width="50%"}
-I am passionate about making "good" research software, biological image analysis and about open, collaborative science.
-:::
-::::
-
-::: {.notes}
-Remark about RSE movement and its importance to research.
-:::
-
 
 ## Initial checkup
 

From 6ac2dc543e82aa11ff85808c6ba5d3ac76a694cd Mon Sep 17 00:00:00 2001
From: lauraporta <ucqflpo@ucl.ac.uk>
Date: Tue, 17 Sep 2024 09:50:10 +0100
Subject: [PATCH 07/13] Add name of new course

---
 index.qmd | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/index.qmd b/index.qmd
index 3582c7a..07039f5 100644
--- a/index.qmd
+++ b/index.qmd
@@ -44,7 +44,7 @@ format:
         page-layout: full
         default-image-extension: png
 exercises:
-    org-repo: "TO_BE_UPDATED"
+    org-repo: "rse-best-practices-course/2024-course"
 ---
 
 ## Alessandro Felder

From 67119c35df1d751de9b0191666e860b3344e64db Mon Sep 17 00:00:00 2001
From: lauraporta <29216006+lauraporta@users.noreply.github.com>
Date: Wed, 18 Sep 2024 15:10:35 +0100
Subject: [PATCH 08/13] Remove intro of Alessandro

---
 index.qmd | 17 -----------------
 1 file changed, 17 deletions(-)

diff --git a/index.qmd b/index.qmd
index 07039f5..367c727 100644
--- a/index.qmd
+++ b/index.qmd
@@ -47,23 +47,6 @@ exercises:
     org-repo: "rse-best-practices-course/2024-course"
 ---
 
-## Alessandro Felder
-
-:::: {.columns}
-
-<!--  make size of font smaller -->
-::: {.column width="50%" style="font-size: 0.5em;"}
-![Photo by Ivo D.](img/alessandro.png){height=500 fig-align=center}
-:::
-
-::: {.column width="50%" .smaller}
-Research Software Engineer at 
-
-* Sainsbury Wellcome Center [Neuroinformatics Unit](https://neuroinformatics.dev/people.html)
-* UCL [Advanced Research Computing](https://www.ucl.ac.uk/advanced-research-computing/research-software-engineers-0)
-:::
-::::
-
 
 ## Initial checkup
 

From 5fe746abfba179bc9aeb52bd58486aac96cbcd32 Mon Sep 17 00:00:00 2001
From: lauraporta <29216006+lauraporta@users.noreply.github.com>
Date: Wed, 18 Sep 2024 15:14:10 +0100
Subject: [PATCH 09/13] Remove further resources

---
 index.qmd | 1 -
 1 file changed, 1 deletion(-)

diff --git a/index.qmd b/index.qmd
index 367c727..7749fc8 100644
--- a/index.qmd
+++ b/index.qmd
@@ -140,4 +140,3 @@ If you want to practice refactoring, testing and documenting we have prepared [s
 * Anonymously tell us what you thought [on this ideaboardz](https://ideaboardz.com/for/Collaborative%20coding%20retrospective/5104750)...
 * ... and get in touch anytime!
 
-{{< include slides/resources.qmd >}}
\ No newline at end of file

From 116c53b5956ec8db7f3c4829be050cb4d587609b Mon Sep 17 00:00:00 2001
From: lauraporta <29216006+lauraporta@users.noreply.github.com>
Date: Thu, 19 Sep 2024 13:19:50 +0100
Subject: [PATCH 10/13] Add slides modifications post team meeting - mostly on
 refactoring

---
 index.qmd              |  9 +++----
 slides/packaging.qmd   |  2 +-
 slides/refactoring.qmd | 54 ++++++++++++++++++++++--------------------
 3 files changed, 32 insertions(+), 33 deletions(-)

diff --git a/index.qmd b/index.qmd
index 7749fc8..55ee7dc 100644
--- a/index.qmd
+++ b/index.qmd
@@ -4,7 +4,7 @@ title-slide-attributes:
   data-background-image: img/jukan-tateisi-bJhT_8nbUA0-unsplash.jpg
   data-background-opacity: "0.5"
 subtitle: An introduction to collaborative coding and software engineering good practice
-author: Alessandro Felder*, Laura Porta, Adam Tyson
+author: Alessandro Felder*, Laura Porta, Chang Huan Lo
 execute: 
   enabled: true
 format:
@@ -61,7 +61,6 @@ exercises:
 :::
 
 ::: {.column width="50%"}
-* a GitHub account
 * open these slides on your laptop: [https://neuroinformatics.dev/course-software-good-practice/](https://neuroinformatics.dev/course-software-good-practice/)
 :::
 
@@ -112,8 +111,7 @@ pip install my_awesome_package
 
 ## The journey of a developer and its Python package
 
-* Refactor your scripts ๐Ÿ—๏ธ
-* Transform them in a modular pipeline ๐Ÿ—‚๏ธ
+* Clean up and organize your scripts ๐Ÿงน
 * Package your project ๐Ÿ“ฆ
 * Share your project ๐ŸŒ
 
@@ -126,8 +124,7 @@ pip install my_awesome_package
 
 ## Summary
 
-* Refactor your scripts ๐Ÿ—๏ธ
-* Transform them in a modular pipeline ๐Ÿ—‚๏ธ
+* Clean up and organize your scripts ๐Ÿงน
 * Package your project ๐Ÿ“ฆ
 * Share your project ๐ŸŒ
 
diff --git a/slides/packaging.qmd b/slides/packaging.qmd
index abb954b..61d72c2 100644
--- a/slides/packaging.qmd
+++ b/slides/packaging.qmd
@@ -1,4 +1,4 @@
-# Packaging
+# Package your project ๐Ÿ“ฆ
 
 ## What does packaging mean?
 
diff --git a/slides/refactoring.qmd b/slides/refactoring.qmd
index bab4b59..5bcbc87 100644
--- a/slides/refactoring.qmd
+++ b/slides/refactoring.qmd
@@ -1,24 +1,9 @@
-# Code Quality
+# Clean up and organize your scripts ๐Ÿงน
 
 ## A common scenario
 ![Image by <a href="https://phdcomics.com/comics.php?f=1690">PhD comics</a>](img/programming_for_non_programmers.gif)
 
-## The messy reality
-You've written your analysis script, and it works... but it's chaotic:
-
-- Hardcoded numbers, file paths, and cryptic names are everywhere
-- Analysis logic is scattered and hard to follow
-- Plotting functions are tangled with data processing
-  
-Don't move on the next project! Your work isnโ€™t done yet.
-
-## Code smells
-
-> A code smell is a surface indication that usually corresponds to a deeper problem in the system.
-
-- Martin Fowler
-
-## An example of a code smell
+## Some example code
 
 ```{.python}
 def calculate_fastest_time(time_list):
@@ -42,12 +27,23 @@ def print_fastest_time(time_list):
 
 {{< include slides/mentimeter.qmd >}}
 
-## General tips for writing functions
-- small
-- do one thing
-- one level of abstraction per function
-- use descriptive names
-- limit amount of arguments
+## Code smells
+
+> A code smell is a surface indication that usually corresponds to a deeper problem in the system.
+
+- Martin Fowler
+
+## The messy reality
+:::{.incremental}
+You've written your analysis script, and it "works"... but it's chaotic:
+
+- Hardcoded numbers, file paths, and cryptic names are everywhere
+- Analysis logic is scattered and hard to follow
+- Plotting functions are tangled with data processing
+:::
+:::{.fragment}
+Don't move on to the next project! Your work isnโ€™t done yet.
+:::
 
 ## How many code smells can we find here?
 
@@ -98,11 +94,18 @@ def detect_spikes(data, sampling_rate, threshold):
 spikes = detect_spikes(data, SAMPLING_RATE, SPIKE_THRESHOLD)
 ```
 
+## Organize your functions
+- small
+- do one thing
+- use descriptive names
+- limit amount of arguments
+
 ## Make your code modular
 - preprocess.py
 - analysis.py
 - plot.py
 - io.py (for reading/writing data)
+- my_analysis_pipeline.py
 
 ## An example pipeline
 Import your functions and classes in your main analysis pipeline
@@ -126,8 +129,7 @@ if __name__ == "__main__":
 
 ## To learn more...
 Suggested resources:  
-- Clean Code by Robert C. Martin  
-- Head First Design Patterns: A Brain-Friendly Guide by Eric Freeman  
+- [Clean Code by Robert C. Martin](https://www.oreilly.com/library/view/clean-code-a/9780136083238/)  
 
 ## Next steps
-Now that your logic is split into modules and your pipeline is well crafted you might want to move to the next step...
\ No newline at end of file
+Now that your logic is split into modules and your pipeline is well crafted you might want to move to the next step...

From a935da239edb4748331a3f28cd3bbdae21241705 Mon Sep 17 00:00:00 2001
From: lauraporta <29216006+lauraporta@users.noreply.github.com>
Date: Thu, 19 Sep 2024 13:48:17 +0100
Subject: [PATCH 11/13] More changes on packaging and sharing

---
 index.qmd              |  4 +--
 slides/packaging.qmd   | 75 +++++++++++++++++++-----------------------
 slides/refactoring.qmd | 14 +++++---
 3 files changed, 44 insertions(+), 49 deletions(-)

diff --git a/index.qmd b/index.qmd
index 55ee7dc..e6e1119 100644
--- a/index.qmd
+++ b/index.qmd
@@ -120,9 +120,9 @@ pip install my_awesome_package
 
 {{< include slides/packaging.qmd >}}
 
-# Summary
+# Conclusion
 
-## Summary
+## What we have learned today
 
 * Clean up and organize your scripts ๐Ÿงน
 * Package your project ๐Ÿ“ฆ
diff --git a/slides/packaging.qmd b/slides/packaging.qmd
index 61d72c2..88676fd 100644
--- a/slides/packaging.qmd
+++ b/slides/packaging.qmd
@@ -1,5 +1,18 @@
 # Package your project ๐Ÿ“ฆ
 
+## How can I call my functions from a different project?
+my_pipeline/  
+		โ””โ”€โ”€ preprocess.py  
+		โ””โ”€โ”€ analysis.py  
+		โ””โ”€โ”€ plot.py  
+		โ””โ”€โ”€ io.py (for reading/writing data)  
+		โ””โ”€โ”€ my_analysis_pipeline.py  
+
+## How can I call my functions from a different project?
+{{< include slides/mentimeter.qmd >}}
+
+## Demo! ๐Ÿฅบ
+
 ## What does packaging mean?
 
 :::: {.columns}
@@ -9,15 +22,18 @@
 :::
 
 ::: {.column width="50%"}
-Packaging your code makes it easy-to-install.
-
+Packaging allows Python to "install" your code so that it can be re-used from anywhere.  
+Local installation from the package directory:  
 ```{.bash code-line-numbers="false"}
-pip install my-awesome-package
+pip install .
 ```
 :::
-
 ::::
 
+
+## Demo! ๐Ÿ˜Š
+
+
 ## The Python package structure
 
 :::: {.columns}
@@ -28,26 +44,22 @@ pip install my-awesome-package
 
 ::: {.column width="50%"}
 ```
-โ””โ”€โ”€ my-awesome-package/
+my-awesome-package/
 	โ”œโ”€โ”€ LICENSE
-	โ”œโ”€โ”€ MANIFEST.in
 	โ”œโ”€โ”€ README.md
-	โ”œโ”€โ”€ pyproject.toml
-	โ”œโ”€โ”€ tox.ini
-	โ”œโ”€โ”€ docs/
+	โ”œโ”€โ”€ pyproject.toml ๐Ÿ‘ˆ
+	โ”œโ”€โ”€ ...
 	โ”œโ”€โ”€ my_awesome_package/
-	โ”‚	โ””โ”€โ”€ __init__.py
+	โ”‚	โ””โ”€โ”€ __init__.py ๐Ÿ‘ˆ
 	โ”‚	โ””โ”€โ”€ do_something_awesome.py
-	โ””โ”€โ”€ tests/
-		โ”œโ”€โ”€ __init__.py
-		โ””โ”€โ”€ test_placeholder.py
 ```
 :::
 
 ::::
 
-## Automating package creation
+## Demo! ๐Ÿ“œ
 
+## Automating package creation
 
 :::: {.columns}
 ::: {.column width="50%" style="font-size: 0.5em;"}
@@ -66,34 +78,7 @@ cookiecutter https://github.com/neuroinformatics-unit/python-cookiecutter
 :::
 ::::
 
-##  Automating package creation
-
-:::: {.columns}
-::: {.column width="50%" style="font-size: 0.5em;"}
-![Photo by <a href=https://flic.kr/p/c1otMu">Luke Loughead</a> on flickr](img/fancy_cookiecutter.jpg){height=400}
-:::
-
-::: {.column width="50%"}
-Use [the ARC cookiecutter template](https://github.com/UCL-ARC/python-tooling?tab=readme-ov-file#using-this-template).
-
-```{.bash code-line-numbers="false"}
-conda create -n "fancy-package-playground"
-conda activate fancy-package-playground
-pip install cookiecutter
-cookiecutter gh:ucl-arc/python-tooling 
-```
-:::
-::::
-
-Also comes with [recommendations](https://github-pages.arc.ucl.ac.uk/python-tooling/).
-
-## `pip` knows what to do
-
-If you have this structure, `pip` will know where to put your Python code in your conda environment, so you can re-use it from anywhere.
-
-```
-pip install .
-```
+# Share your project ๐ŸŒ
 
 ## The Python Package Index (PyPi)
 
@@ -110,6 +95,12 @@ pip install .
 
 This structure will also come in handy when you want to distribute your package widely.
 
+## Your package is installable by anyone
+
+```{.bash code-line-numbers="false"}
+pip install my_awesome_package
+```
+
 ## Summary
 
 :::: {.columns}
diff --git a/slides/refactoring.qmd b/slides/refactoring.qmd
index 5bcbc87..e65e27f 100644
--- a/slides/refactoring.qmd
+++ b/slides/refactoring.qmd
@@ -46,6 +46,8 @@ Don't move on to the next project! Your work isnโ€™t done yet.
 :::
 
 ## How many code smells can we find here?
+my_project/  
+   	โ””โ”€โ”€ do_all_analysis.py  
 
 ```{.python}
 a = 500 
@@ -101,15 +103,17 @@ spikes = detect_spikes(data, SAMPLING_RATE, SPIKE_THRESHOLD)
 - limit amount of arguments
 
 ## Make your code modular
-- preprocess.py
-- analysis.py
-- plot.py
-- io.py (for reading/writing data)
-- my_analysis_pipeline.py
+my_pipeline/  
+		โ””โ”€โ”€ preprocess.py  
+		โ””โ”€โ”€ analysis.py  
+		โ””โ”€โ”€ plot.py  
+		โ””โ”€โ”€ io.py (for reading/writing data)  
+		โ””โ”€โ”€ my_analysis_pipeline.py  
 
 ## An example pipeline
 Import your functions and classes in your main analysis pipeline
 ```{.python}
+# file: my_analysis_pipeline.py
 from my_project.io import load_calcium_data
 from my_project.preprocess import extract_fluorescence
 from my_project.analysis import analyze_calcium_timeseries

From ce4758bfb123ae1404c6a6ed1a4b652cf302b453 Mon Sep 17 00:00:00 2001
From: lauraporta <29216006+lauraporta@users.noreply.github.com>
Date: Thu, 19 Sep 2024 14:07:26 +0100
Subject: [PATCH 12/13] Split the comic in three stripes

---
 img/programming_for_non_programmers_1.png | Bin 0 -> 113488 bytes
 img/programming_for_non_programmers_2.png | Bin 0 -> 92087 bytes
 img/programming_for_non_programmers_3.png | Bin 0 -> 98600 bytes
 slides/refactoring.qmd                    |   8 +++++++-
 4 files changed, 7 insertions(+), 1 deletion(-)
 create mode 100644 img/programming_for_non_programmers_1.png
 create mode 100644 img/programming_for_non_programmers_2.png
 create mode 100644 img/programming_for_non_programmers_3.png

diff --git a/img/programming_for_non_programmers_1.png b/img/programming_for_non_programmers_1.png
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diff --git a/slides/refactoring.qmd b/slides/refactoring.qmd
index e65e27f..9d9e72d 100644
--- a/slides/refactoring.qmd
+++ b/slides/refactoring.qmd
@@ -1,7 +1,13 @@
 # Clean up and organize your scripts ๐Ÿงน
 
 ## A common scenario
-![Image by <a href="https://phdcomics.com/comics.php?f=1690">PhD comics</a>](img/programming_for_non_programmers.gif)
+![Image by <a href="https://phdcomics.com/comics.php?f=1690">PhD comics</a>](img/programming_for_non_programmers_1.png)
+
+## A common scenario
+![Image by <a href="https://phdcomics.com/comics.php?f=1690">PhD comics</a>](img/programming_for_non_programmers_2.png)
+
+## A common scenario
+![Image by <a href="https://phdcomics.com/comics.php?f=1690">PhD comics</a>](img/programming_for_non_programmers_3.png)
 
 ## Some example code
 

From 30f9fc4dd9a78428fb72f85d4a10081d8a206408 Mon Sep 17 00:00:00 2001
From: lauraporta <29216006+lauraporta@users.noreply.github.com>
Date: Thu, 19 Sep 2024 14:08:28 +0100
Subject: [PATCH 13/13] Change slide title

---
 slides/refactoring.qmd | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/slides/refactoring.qmd b/slides/refactoring.qmd
index 9d9e72d..8719438 100644
--- a/slides/refactoring.qmd
+++ b/slides/refactoring.qmd
@@ -74,7 +74,7 @@ spikes = process_data(data, a, b)
 
 {{< include slides/mentimeter.qmd >}}
 
-## After refactoring
+## Improving the code
 ```{.python}
 # Constants for sampling rate and spike threshold
 SAMPLING_RATE = 500  # Hz