From 2388b65f2d4c70c6997fc120f93e0ad3459ed7c9 Mon Sep 17 00:00:00 2001 From: Igor Tatarnikov Date: Thu, 18 Sep 2025 17:05:54 +0100 Subject: [PATCH 01/44] Intro and virtual environments slides --- img/github-mark-white.png | Bin 0 -> 4837 bytes img/github-mark-white.svg | 1 + img/github-mark.png | Bin 0 -> 6393 bytes img/github-mark.svg | 1 + img/numpylogoicon.svg | 1 + img/python_environment.png | Bin 0 -> 52253 bytes index.qmd | 134 +++++++++++++++++--------------- slides/extra_slide.qmd | 3 - slides/virtual_environments.qmd | 126 ++++++++++++++++++++++++++++++ 9 files changed, 199 insertions(+), 67 deletions(-) create mode 100644 img/github-mark-white.png create mode 100644 img/github-mark-white.svg create mode 100644 img/github-mark.png create mode 100644 img/github-mark.svg create mode 100644 img/numpylogoicon.svg create mode 100644 img/python_environment.png delete mode 100644 slides/extra_slide.qmd create mode 100644 slides/virtual_environments.qmd diff --git 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and methods +* Classes and objects +* Errors and exceptions +* Organising your code +* Documenting your code + +## Aims +* Introduce Python +* Introduce some basic programming concepts +* Show you *one* (our) way of doing things + + Not necessarily the best or only way +* Give you the confidence to start doing it yourself +* Prepare you for other courses + +Please ask any **questions at any time**! + +# Why learn Python? + +## Why learn Python? {.smaller} +::: {.fragment} +Popularity + +- Python is the most popular programming language for data science[^a^](https://aimresearch.co/product/data-science-skills-study-2023/) +::: -## An example image +::: {.fragment} +Free and open source -Include an image: +- Unlike MATLAB, IGOR, etc... +- Anyone can use your code + + 9.7M open Python repositories[^b^](As 2024-04-06, github.com/oprogramador/github-languages) on ![GitHub logo](img/github-mark-white.svg){width=1em} +::: -![](img/bg_logo_wide.png){width=900 fig-align=center} +::: {.fragment} +Versatile +Not just for data analysis / machine learning +- Visualisation +- Web development +- Data acquisition +::: -## Link and a preview a webpage: +## Why learn Python? {.smaller} +Packages for everything! -::: {style="text-align: center; margin-top: 1em"} -[interoperable Python-based tools for computational neuroanatomy](https://brainglobe.info/index.html){preview-link="true" style="text-align: center"} -::: +- Numpy - arrays ![NumPy logo](img/numpylogoicon.svg){width=1.2em} +- Pandas - dataframes +- SciPy - scientific computing +- Scikit-image - image analysis +- PyTorch - machine learning +- Matplotlib - plotting -## Use a variable several times +*People have spent lots of time optimising these packages! Don't reinvent the wheel!* -Variables defined in the metadata is re-useable anywhere +# How to work with Python? -* {{< meta my-custom-stuff.my-reuseable-variable >}} -* {{< meta my-custom-stuff.my-reuseable-variable >}} +{{< include slides/virtual_environments.qmd >}} diff --git a/slides/extra_slide.qmd b/slides/extra_slide.qmd deleted file mode 100644 index 1d699ad..0000000 --- a/slides/extra_slide.qmd +++ /dev/null @@ -1,3 +0,0 @@ -## A slide imported from outside the qmd - -This will become an example about how to use a common slide deck for the group. \ No newline at end of file diff --git a/slides/virtual_environments.qmd b/slides/virtual_environments.qmd new file mode 100644 index 0000000..06391b6 --- /dev/null +++ b/slides/virtual_environments.qmd @@ -0,0 +1,126 @@ +## Virtual environments {.smaller} + +- Many packages are continuously developed 🔁 + - This means there will be breaking changes + - Some packages will require specific versions of other packages +- Similar with Python versions + - New versions of Python may introduce new features or deprecate old ones + +## Virtual environments {.smaller} + +![[Python virtual environments](https://xkcd.com/1987/)](https://imgs.xkcd.com/comics/python_environment.png){width="40%"} + +## Virtual environments {.smaller} + +::: {style="color: grey;"} +- Many packages are continuously developed 🔁 + - This means there will be breaking changes + - Some packages will require specific versions of other packages +- Similar with Python versions + - New versions of Python may introduce new features or deprecate old ones +::: + +- How can we have **two versions** of the same package installed at the same time? +- Virtual environments! :tada: + +## Virtual environments {.smaller} + +- A virtual environment is an isolated Python installation + - Each environment has its own Python version + - Each environment has its own set of installed packages +- Popular tools to manage virtual environments: + - [`venv`](https://docs.python.org/3/library/venv.html) (built-in) + - [`conda`](https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html) (Anaconda/Miniconda) + - [`uv`](https://docs.astral.sh/uv/pip/environments/) + - [`pixi`](https://pixi.sh/latest/workspace/environment/) + +## Conda environments {.smaller} + +- Conda is a package manager and virtual environment manager +- Separates Python environments from each other (and from system Python) +- Can also manage non-Python packages (e.g. R, C libraries, etc...) +- Reproducible environments that can be shared with: + - Collaborators + - Readers of your paper + - Future you (HPC, etc...) + +## Environment management + +In your terminal (use Anaconda Prompt on Windows): + +
+ +``` bash +conda create --name python-intro python=3.13 notebook +``` + +
+ +::: {.fragment .fade-in style="font-size: 80%;"} +- Creates a new environment named `python-intro` +- Installs Python 3.13 and Jupyter Notebook in that environment +::: + +## Environment management +In your terminal (use Anaconda Prompt on Windows): + +
+ +``` bash +conda activate python-intro +``` + +
+ +::: {.fragment .fade-in style="font-size: 80%;"} +- Remember to activate the environment before using it! +::: + +## Environment management +In your terminal (use Anaconda Prompt on Windows): + +
+ +``` bash +conda deactivate +``` + +
+ +::: {.fragment .fade-in style="font-size: 80%;"} +- Deactivates the current environment +::: + +## Environment management +In your terminal (use Anaconda Prompt on Windows): + +
+ +``` bash +conda env list +``` + +
+ +::: {.fragment .fade-in style="font-size: 80%;"} +- Lists all conda environments on your system +::: + +## Environment management +In your terminal (use Anaconda Prompt on Windows): + +
+ +``` bash +conda remove --name python-intro --all +``` + +
+ +::: {.fragment .fade-in style="font-size: 80%;"} +- Deletes the `python-intro` environment and all its packages +::: + +::: {.fragment .fade-in .callout-tip} +[Conda cheat sheet](https://docs.conda.io/projects/conda/en/latest/user-guide/cheatsheet.html) +::: From 9fd778d7bacf7b81864ddfc01c80e4fd1c9d7227 Mon Sep 17 00:00:00 2001 From: Igor Tatarnikov Date: Fri, 19 Sep 2025 13:14:39 +0100 Subject: [PATCH 02/44] WIP basics, working with python --- index.qmd | 5 +++++ slides/basics.qmd | 20 ++++++++++++++++++++ slides/working_with_python.qmd | 12 ++++++++++++ 3 files changed, 37 insertions(+) create mode 100644 slides/basics.qmd create mode 100644 slides/working_with_python.qmd diff --git a/index.qmd b/index.qmd index 207c123..5edf264 100644 --- a/index.qmd +++ b/index.qmd @@ -115,3 +115,8 @@ Packages for everything! # How to work with Python? {{< include slides/virtual_environments.qmd >}} +{{< include slides/working_with_python.qmd >}} + +# Basics of Python + +{{< include slides/basics.qmd >}} diff --git a/slides/basics.qmd b/slides/basics.qmd new file mode 100644 index 0000000..98abaf1 --- /dev/null +++ b/slides/basics.qmd @@ -0,0 +1,20 @@ +## Variables {.smaller} +* A variable is a name that refers to a value +* You can use variables to store data in memory +* You can change the data stored in a variable at any time +* Allows you to reuse data without having to retype it + +## Variables +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "1-3|5-8|" +a = 1 +print("The value of a is:") +print(a) + +b = 2 +c = a + b +print("The value of c is:") +print(c) +``` \ No newline at end of file diff --git a/slides/working_with_python.qmd b/slides/working_with_python.qmd new file mode 100644 index 0000000..ce40aab --- /dev/null +++ b/slides/working_with_python.qmd @@ -0,0 +1,12 @@ +## Ways of working with Python {.incremental} +* REPL (Read-Eval-Print Loop), "interactive Python", "Python console" +* Notebooks (.ipynb) +* Scripts (.py) + +## IDEs: Integrated Development Environments {.smaller} +* Used by most developers +* Allows you to switch between the three main ways of working with Python +* Within the same program you can: + + Edit Text editor :pencil: + + Organise File explorer :file_folder: + + Run Console :computer: From 6656c2e47187c41dfd5846c4a0d07a5c62447cef Mon Sep 17 00:00:00 2001 From: Igor Tatarnikov Date: Tue, 23 Sep 2025 11:33:02 +0100 Subject: [PATCH 03/44] Done variables and lists --- slides/basics.qmd | 212 +++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 210 insertions(+), 2 deletions(-) diff --git a/slides/basics.qmd b/slides/basics.qmd index 98abaf1..5f8a07f 100644 --- a/slides/basics.qmd +++ b/slides/basics.qmd @@ -8,13 +8,221 @@ ```{python} #| echo: true #| output-location: fragment -#| code-line-numbers: "1-3|5-8|" a = 1 print("The value of a is:") print(a) +``` +
+ +```{python} +#| echo: true +#| output-location: fragment b = 2 c = a + b print("The value of c is:") print(c) -``` \ No newline at end of file +``` + +## Variables +```{python} +#| echo: true +#| output-location: fragment +b = 2 +a = b +print("The value of a is now:") +print(a) +``` + +
+ +```{python} +#| echo: true +#| output-location: fragment +x, y = 10, 20 + +print("The value of x is:") +print(x) +print("The value of y is:") +print(y) +``` + +## Data types +::: {.fragment .incremental .smaller} +* Different kinds of data are stored in different ways in memory +* You can use the `type()` function to find out what type of data a variable contains +::: + +::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +print(type(1)) +print(type(1.0)) +print(type("Hello")) +``` + +::: + +## Strings +* A string is a sequence of characters +* Strings are enclosed in single or double quotes +* Used to represent text + +## Strings +```{python} +#| echo: true +#| output-location: fragment + +a = "I want to learn " +b = 'Python!' + +print(type(a)) + +print(a + b) +``` + +
+ +::: {.fragment .fade-in style="font-size: 80%;"} +* Algebraic operations can have different meanings for different data types + + Try `a*3` in the code above +::: + +## Question + +::: {.incremental} +* What is the type of...? + + 100 + + 'Dog' + + 3.14 + + print + + False + + '50' +::: + +## Question +* Can you add an **int** and a **float**? + +::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +print(1 + 2.1) +``` + +::: + +::: {.fragment .fade-in} +* What about an **int** and a **str**? +
+```{python} +#| echo: true +#| output-location: fragment +#| error: true +print(1 + '2') +``` + +::: + +## Lists {.smaller} + +::::: {.columns} +::: {.column .incremental width="55%"} +* Ordered collection of values +* Enclosed in square brackets `[]` +* Any data type, including mixed types +* Indexed from 0 with square brackets `[]` +* Mutable (can be changed) +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +my_list = [1, 2.0, 'three', 'dog'] +print(type(my_list)) +``` +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +first = my_list[0] +second = my_list[1] +last = my_list[-1] +print(first, second, last) +``` +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +my_list.append('cat') +print(my_list) +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +my_list[-1] = 'new_element' +print(my_list) +``` +:::: +::: +::::: + +## Question {.smaller} +::::: {.columns} +::: {.column width="55%"} + +:::: {.fragment .fade-in fragment-index=1} +* Find the third element from `my_list`? +:::: + +:::: {.fragment .fade-in fragment-index=4} +* Change the second element to `3.0`? +:::: + +:::: {.fragment .fade-in fragment-index=6} +* What happens if you request `my_list[5]`? +:::: + +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in fragment-index=2} +```{python} +#| echo: true +print(my_list) +``` +:::: + +:::: {.fragment .fade-in fragment-index=3} +```{python} +#| echo: true +print(my_list[2]) +``` +:::: + +:::: {.fragment .fade-in fragment-index=5} +```{python} +#| echo: true +my_list[1] = 3.0 +print(my_list) +``` +:::: + +:::: {.fragment .fade-in fragment-index=7} +```{python} +#| echo: true +#| error: true +print(my_list[5]) +``` +:::: + +::: +::::: From a45e05aba781f6ec986caa0b729e45da1ff39f97 Mon Sep 17 00:00:00 2001 From: Igor Tatarnikov Date: Tue, 23 Sep 2025 15:34:27 +0100 Subject: [PATCH 04/44] WIP dicts --- slides/basics.qmd | 160 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 160 insertions(+) diff --git a/slides/basics.qmd b/slides/basics.qmd index 5f8a07f..07c2f9b 100644 --- a/slides/basics.qmd +++ b/slides/basics.qmd @@ -226,3 +226,163 @@ print(my_list[5]) ::: ::::: + +## Tuples {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* Ordered collection of values +* Enclosed in parentheses `()` +* Any data type, including mixed types +* Immutable (cannot be changed) +* When would you use a tuple instead of a list? +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true +my_tuple = (1, 2.0, 'cat', 'dog') + +print(type(my_tuple)) +print(my_tuple[2]) + +my_tuple[2] = 'rabbit' +``` +:::: +::: +::::: + +## Unpacking {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* Unpack a list or tuple into multiple variables +* Convenient for reassigning variables +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +my_tuple = (1, 2, 3, 4, 5) + +a, b, c, d, e = my_tuple +print(a, b, c, d, e) +``` +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +a, *b, c = my_tuple +print(a, b, c) +print(type(b)) +``` +:::: +::: +::::: + +## Question {.smaller} +::::: {.columns} +::: {.column width="55%"} + +:::: {.fragment .fade-in fragment-index=1} +* How would you turn `my_list` into a tuple? +:::: + +:::: {.fragment .fade-in fragment-index=3} +* How would you turn `my_tuple` into a list? +:::: + +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in fragment-index=1} +```{python} +#| echo: true +my_tuple = (1, 2, 3, 4, 5) +my_list = [1, 2.0, 'three', 'dog'] +``` + +
+ +:::: + +:::: {.fragment .fade-in fragment-index=2} +```{python} +#| echo: true +my_list_as_tuple = tuple(my_list) +print(type(my_list_as_tuple)) +``` +:::: + +:::: {.fragment .fade-in fragment-index=4} +```{python} +#| echo: true +my_tuple_as_list = list(my_tuple) +print(type(my_tuple_as_list)) +``` +:::: +::: +::::: + +## Dictionaries {.smaller} +::::: {.columns} +::: {.column .incremental width="45%"} +* Collection of key-value pairs +* Enclosed in curly braces `{}` +* Keys are unique and immutable +::: + +::: {.column width="55%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +my_dict = { + 'a_number': 1, + 'number_list': [1, 2, 3], + 'a_string': 'string', + 5.0: 'a float key' +} + +print(my_dict.keys()) +print(my_dict.values()) +print(my_dict.items()) +print(my_dict['a_string']) +print(my_dict[5.0]) +``` +:::: +::: +::::: + +## Question {.smaller} +::::: {.columns} +::: {.column width="45%"} +* What does `my_dict['a_number']` return? +::: + +::: {.column width="55%"} +```{python} +#| echo: true +my_dict = { + 'a_number': 1, + 'number_list': [1, 2, 3], + 'a_string': 'string', + 'a_number': 2 +} +``` + +:::: {.fragment fragment-index=1} +
+ +```{python} +#| echo: true +#| output-location: fragment +print(my_dict['a_number']) +``` +:::: +::: +::::: \ No newline at end of file From 472ce16a2a571d45850f4d0e6c407729f72b7e7f Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Tue, 23 Sep 2025 15:48:21 +0100 Subject: [PATCH 05/44] Added ipynb checkpoints to gitgnore --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 85ce87d..35da2b3 100644 --- a/.gitignore +++ b/.gitignore @@ -3,5 +3,7 @@ index_files/ build/ .DS_Store +.ipynb_checkpoints + # IDE files .idea/ From 6bb8c7456debb00a12468686377df5195fb716a8 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Tue, 23 Sep 2025 17:07:51 +0100 Subject: [PATCH 06/44] WIP list comprehension --- slides/basics.qmd | 214 +++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 213 insertions(+), 1 deletion(-) diff --git a/slides/basics.qmd b/slides/basics.qmd index 07c2f9b..3e64c51 100644 --- a/slides/basics.qmd +++ b/slides/basics.qmd @@ -385,4 +385,216 @@ print(my_dict['a_number']) ``` :::: ::: -::::: \ No newline at end of file +::::: + +## Loops {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* Do the same thing multiple times + + E.g.analyse N images +* Watch out for indentation! + + Python uses indentation to define blocks of code + + Usually 2-4 spaces (or a tab) +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment + +for i in [0, 1, 2]: + print(i) +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment + +for i in range(5): + print(i) +``` +:::: +::: +::::: + +## Loops {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* You can loop over any iterable +* Use `_` if you don't need the loop variable +* `enumerate()` gives you the index and the value +::: +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +my_list = ['cat', 'dog', 'rabbit'] +for animal in my_list: + print("My pet is a: " + animal) +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +for _ in range(3): + print("Hello!") +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +for index, animal in enumerate(my_list): + print(f"My pet #{index} is a: {animal}") +``` +:::: +::: +::::: + +## Question {.smaller} +::: {.fragment .fade-in } +* Create a list of integers from 0 to 5 +* Use a loop to find the sum of the squares of the integers in the list +* Print the result +::: +::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment + +numbers = [0, 1, 2, 3, 4, 5] +sum_of_squares = 0 + +for number in numbers: + sum_of_squares = sum_of_squares + number**2 + +print(sum_of_squares) +``` +::: + +::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|5|" +numbers = [0, 1, 2, 3, 4, 5] +sum_of_squares = 0 + +for number in numbers: + sum_of_squares += number**2 + +print(sum_of_squares) +``` +::: + +## Conditional statements {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* Execute code only if a condition is met +* Use `if`, `elif` (else if), and `else` +::: +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|1|3|5|7,8|" + +porridge_temp = 45 + +if porridge_temp < 40: + print("Too cold!") +elif porridge_temp > 50: + print("Too hot!") +else: + print("Just right!") +``` +:::: +::: +::::: + +## Question {.smaller} +* Write a loop that goes through the numbers 0 to 10 +* For each number, print whether it is even or odd + + Hint: use the modulus operator `%` and `==` to check for evenness + +::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|1|2,3|4,5|" + +for i in range(11): + if i % 2 == 0: + print(f"{i} is Even") + else: + print(f"{i} is Odd") +``` +::: + +## List comprehensions {.smaller} +::::: {.columns} +::: {.column width="55%"} + +:::: {.fragment .fade-in fragment-index=1} +* Concise way to create lists +* `[expression for item in iterable]` +:::: + +:::: {.fragment .fade-in fragment-index=4} +* Can include conditions +* `[expression for item in iterable if condition]` +:::: + +::: +::: {.column width="45%"} +:::: {.fragment .fade-in fragment-index=2} +Classic: +```{python} +#| echo: true + +squares = [] +for num in range(5): + squares.append(num**2) +print(squares) +``` + +:::: +:::: {.fragment .fade-in fragment-index=3} +List comprehension: +```{python} +#| echo: true +squares = [num**2 for num in range(5)] +print(squares) +``` +:::: +::: +:::: {.fragment .fade-in fragment-index=5} +With condition: +```{python} +#| echo: true +#| output-location: fragment +large_squares = [num**2 for num in range(10) if num >3] +print(large_squares) +``` +:::: +::::: + +## Question {.smaller} +* Create a list of cubes from 1 to 10 using a list comprehension +::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +cubes = [num**3 for num in range(11)] +print(cubes) +``` +::: + From 8c112c6e85fbca69118e3ed3b930e083dcf29d25 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Tue, 23 Sep 2025 17:25:49 +0100 Subject: [PATCH 07/44] Update list comprehension --- slides/basics.qmd | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/slides/basics.qmd b/slides/basics.qmd index 3e64c51..43d6933 100644 --- a/slides/basics.qmd +++ b/slides/basics.qmd @@ -581,20 +581,20 @@ With condition: ```{python} #| echo: true #| output-location: fragment -large_squares = [num**2 for num in range(10) if num >3] +large_squares = [num**2 for num in range(10) if num > 3] print(large_squares) ``` :::: ::::: ## Question {.smaller} -* Create a list of cubes from 1 to 10 using a list comprehension +* Create a list of square even numbers from 1 to 10 using a list comprehension ::: {.fragment .fade-in} ```{python} #| echo: true #| output-location: fragment -cubes = [num**3 for num in range(11)] -print(cubes) +even_squares = [num**2 for num in range(1, 11) if num % 2 == 0] +print(even_squares) ``` ::: From b6df5def91b48cc4d2138d09297365a411a00dd0 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Tue, 23 Sep 2025 17:31:59 +0100 Subject: [PATCH 08/44] Fix md formatting --- slides/basics.qmd | 1 + 1 file changed, 1 insertion(+) diff --git a/slides/basics.qmd b/slides/basics.qmd index 43d6933..d42596c 100644 --- a/slides/basics.qmd +++ b/slides/basics.qmd @@ -589,6 +589,7 @@ print(large_squares) ## Question {.smaller} * Create a list of square even numbers from 1 to 10 using a list comprehension + ::: {.fragment .fade-in} ```{python} #| echo: true From 462e4e77f2c543b2e396c5671dac51fd4cb401e4 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Tue, 23 Sep 2025 17:32:14 +0100 Subject: [PATCH 09/44] Add placeholer first_script slides --- slides/first_script.qmd | 2 ++ 1 file changed, 2 insertions(+) create mode 100644 slides/first_script.qmd diff --git a/slides/first_script.qmd b/slides/first_script.qmd new file mode 100644 index 0000000..681423f --- /dev/null +++ b/slides/first_script.qmd @@ -0,0 +1,2 @@ +## Writing your first Python script +* Placeholder slide \ No newline at end of file From e26bb6277e4dab34330488af81d3acc990948c34 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Tue, 23 Sep 2025 17:32:42 +0100 Subject: [PATCH 10/44] WIP loading and saving --- index.qmd | 8 ++++++++ slides/loading_and_saving.qmd | 23 +++++++++++++++++++++++ 2 files changed, 31 insertions(+) create mode 100644 slides/loading_and_saving.qmd diff --git a/index.qmd b/index.qmd index 5edf264..78161a9 100644 --- a/index.qmd +++ b/index.qmd @@ -120,3 +120,11 @@ Packages for everything! # Basics of Python {{< include slides/basics.qmd >}} + +# Writing your first Python script + +{{< include slides/first_script.qmd >}} + +# Loading and saving data + +{{< include slides/loading_and_saving.qmd >}} diff --git a/slides/loading_and_saving.qmd b/slides/loading_and_saving.qmd new file mode 100644 index 0000000..5efa22b --- /dev/null +++ b/slides/loading_and_saving.qmd @@ -0,0 +1,23 @@ +## Reading and writing text files +::::: {.columns} +::: {.column .incremental width="55%"} +* Python can open files in various modes: + + 'r' - read (default) + + 'w' - write (creates a new file or overwrites an existing one) + + 'a' - append (adds to the end of the file) +* Use the built-in `open()` function to open a file +* Always close the file after you're done +::: + +:::: {.fragment .fade-in} +::: {.column width="45%"} +```{python} +#| echo: true +#| output-location: fragment +file = open('example.txt', 'w') +file.write('Hello, world!\n') +file.close() +``` +::: +:::: +::::: \ No newline at end of file From 25c1f32244e0e99c5ab20d1af3f019d5ff3ab03d Mon Sep 17 00:00:00 2001 From: Igor Tatarnikov Date: Wed, 24 Sep 2025 17:53:29 +0100 Subject: [PATCH 11/44] WIP functions --- index.qmd | 4 ++ slides/functions.qmd | 136 +++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 140 insertions(+) create mode 100644 slides/functions.qmd diff --git a/index.qmd b/index.qmd index 5edf264..c6203cd 100644 --- a/index.qmd +++ b/index.qmd @@ -120,3 +120,7 @@ Packages for everything! # Basics of Python {{< include slides/basics.qmd >}} + +# Functions + +{{< include slides/functions.qmd >}} diff --git a/slides/functions.qmd b/slides/functions.qmd new file mode 100644 index 0000000..f39e1c2 --- /dev/null +++ b/slides/functions.qmd @@ -0,0 +1,136 @@ +## Functions {.smaller} +::::: {.columns} +::: {.column width="60%"} +* Rectified Linear Unit (ReLU) + + `f(x) = max(0, x)` + +```{python} +import matplotlib.pyplot as plt +import numpy as np + +def relu(x): + return max(0, x) + +x = np.linspace(-1, 1, 100) +y = [relu(i) for i in x] + +ax = plt.gca() + +plt.plot(x, y, color='black', linewidth=2) +ax.spines['left'].set_position('zero') +ax.spines['bottom'].set_position('zero') +ax.spines['right'].set_color('none') +ax.spines['top'].set_color('none') +ax.set_ylim(-0.5, 1) +y_ticks = ax.yaxis.get_major_ticks() +y_ticks[3].label1.set_visible(False) # Hide the 0 label on +plt.show() +``` +::: + +::: {.column width="40%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +x = 5 +if x > 0: + y = x +else: + y = 0 +print(y) +``` +:::: +::: +::::: + +## Functions {.smaller} +:::: {.columns} +::: {.column width="55%"} +* Time consuming and error prone to repeat code +* Functions allow you to: + + Reuse code + + Break problems into smaller pieces + + Scope defined by indentation +* Defined using the `def` keyword +* Can take inputs (arguments) and return outputs +::: +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +def relu(x): + if x > 0: + return x + else: + return 0 + +y = relu(0.2) +print(y) + +print(relu(5)) +print(relu(-3)) +``` +:::: +::: +::::: + +## Exercise {.smaller} +:::: {.fragment} +* Write a function to check that a password is at least 8 characters long +* The function should take a string as input and return `True` if the password is long enough, and `False` otherwise +* You can use the built-in `len()` function to get the length of a string +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +def is_valid_password(password): + # Your code here + pass +``` +:::: + +## Exercise +```{python} +#| echo: true +#| output-location: fragment +def is_valid_password(password): + if len(password) >= 8: + return True + else: + return False + +print(is_valid_password("longpassword")) +print(is_valid_password("short")) +``` + +## Arguments {.smaller} +:::: {.columns} +::: {.column width="50%"} +* Functions can take multiple arguments +* Positional arguments + + Must be given in the correct order +* Keyword arguments + + Can be given in any order + + Use the syntax `name=value` +* Can have default values + + Used if no value is provided +::: +::: {.column width="50%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +def print_sum(num1, num2): + my_sum = num1 + num2 + print(my_sum) + +print_sum(3, 5) # Positional arguments +print_sum(num2=5, num1=3) # Keyword arguments +``` +:::: +::: +::::: From a551c987d507930e88dc99885d52bc225405beb8 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Fri, 26 Sep 2025 13:23:45 +0100 Subject: [PATCH 12/44] Add matplotlib to requirements --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index d4424c2..787df06 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,2 +1,3 @@ jupyter jupyter-cache +matplotlib From 57bfce98e6240ad44c4169c90acdb823d0a33e7e Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 13:26:10 +0100 Subject: [PATCH 13/44] Swap virtual envs --- index.qmd | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/index.qmd b/index.qmd index 08a527e..15a3c36 100644 --- a/index.qmd +++ b/index.qmd @@ -114,7 +114,6 @@ Packages for everything! # How to work with Python? -{{< include slides/virtual_environments.qmd >}} {{< include slides/working_with_python.qmd >}} # Basics of Python @@ -125,6 +124,10 @@ Packages for everything! {{< include slides/functions.qmd >}} +# Virtual environments + +{{< include slides/virtual_environments.qmd >}} + # Writing your first Python script {{< include slides/first_script.qmd >}} From b0372fbd85cff2a4009508c391daba9147168929 Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 13:29:49 +0100 Subject: [PATCH 14/44] Ignore generated example files --- .gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.gitignore b/.gitignore index 35da2b3..9031ce6 100644 --- a/.gitignore +++ b/.gitignore @@ -7,3 +7,6 @@ build/ # IDE files .idea/ + +# Files generated by Python snippets +example.txt From 8ce5be14ac2189fa2ffee2f9b1c6063b11f0440f Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Fri, 26 Sep 2025 13:39:18 +0100 Subject: [PATCH 15/44] Positional and default args --- slides/functions.qmd | 38 +++++++++++++++++++++++++++++++++++--- 1 file changed, 35 insertions(+), 3 deletions(-) diff --git a/slides/functions.qmd b/slides/functions.qmd index f39e1c2..0e0ecb2 100644 --- a/slides/functions.qmd +++ b/slides/functions.qmd @@ -109,15 +109,17 @@ print(is_valid_password("short")) ## Arguments {.smaller} :::: {.columns} -::: {.column width="50%"} +::: {.column .incremental width="50%"} * Functions can take multiple arguments * Positional arguments + Must be given in the correct order * Keyword arguments + Can be given in any order + Use the syntax `name=value` -* Can have default values - + Used if no value is provided + + Must come after positional arguments +* Default arguments + + Have a default value if not provided + + Must come after non-default arguments ::: ::: {.column width="50%"} :::: {.fragment .fade-in} @@ -134,3 +136,33 @@ print_sum(num2=5, num1=3) # Keyword arguments :::: ::: ::::: + +## Default arguments {.smaller} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +def list_animals(first="dog", second="cat", third="penguin"): + print(f"First animal: {first}") + print(f"Second animal: {second}") + print(f"Third animal: {third}") + +list_animals() +``` +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true +list_animals(second="elephant", first="cow") +``` +:::: +:::: {.fragment .fade-in} +``` {python} +#| echo: true +#| output-location: fragment +#| error: true +list_animals(second="lion", "tiger") +``` +:::: \ No newline at end of file From 91963199190497b3fcdedf2e75935ef8339a273b Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 14:27:46 +0100 Subject: [PATCH 16/44] Ignore vscode files --- .gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.gitignore b/.gitignore index 9031ce6..09292ed 100644 --- a/.gitignore +++ b/.gitignore @@ -10,3 +10,6 @@ build/ # Files generated by Python snippets example.txt + +# Vscode files +.vscode/ From 35ee7038757536efdeea489039ba97fc50c89030 Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 14:28:23 +0100 Subject: [PATCH 17/44] Include more incremental / fragments; add logos and render them nicely --- img/matplotlib_logo.svg | 1 + img/pandas_logo.svg | 1 + img/pytorch_logo.svg | 1 + img/scikit-image_logo.png | Bin 0 -> 118048 bytes img/scipy_logo.png | Bin 0 -> 134461 bytes index.qmd | 46 ++++++++++++++++++++++++++++++-------- 6 files changed, 40 insertions(+), 9 deletions(-) create mode 100644 img/matplotlib_logo.svg create mode 100644 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zsJ>d|@`dA@qt4^UN4+Novq*Q6=Q=-E4LQ9UjkD3tt<>4r#KH69x~H2+`hML=-k+Y4 zXSu`+&d)ihY7T?ibF?g#XYpKU#V6vq!xI^22c#8cMS~X}>fDf!oaYd)iqnW}s2%l= zHWxl0-01UhbyBs2lQQExv|2O0tiJCt>V9E?^$~C-QrTAafV7zP5>5rTUi7;4OdcW!%{%>b-itBO z{C#+hPFiLHP{*mjCWijOKfvqZTNx9rBp}+XPk8*WksbM#b)ge5K8R}c6`3ZY;K%Jbo$!2pAR+vE@TGCR|{BjVtMCk zIX3$>7>_ZoGtkq(d=J9>^s)~q&;r;H)WtVwKLa!9s|TVFn;)q&#l@V;5S`YK4FRUw z5W~@V#yO|tGPJ6(0maH0GzMxS;*Mni?^qZ0XxUEp^eBlWc86OoVMmi=D^gNs*C{gj z$%>p6O-GaAdi&tRh@E!eWX{PttHa)sZEgg9XT?Kb2HJ{Bk8ivWsXFqQzau!U*u+M@ z-9lX+JxWzm31!_A$ih=CynI&N;vYs~M@5oglM<=z3}`yihh7Y~E}*JbCBL7kx^p#xUKCItD8XV{E^q{X7M zzto9;ig+OZ*FW`B?9bQtyGpYB@nC6$_hk!jCkJn=hNCAI{DCMbDyhgRs>z)>W2&gC vp?Fr~jGBz1qK2ZP^xBBR|2M$R!|C4bfd74fRe?hy^>E0`hL?&i+DH5k8cr!7 literal 0 HcmV?d00001 diff --git a/index.qmd b/index.qmd index 15a3c36..38dd914 100644 --- a/index.qmd +++ b/index.qmd @@ -43,9 +43,9 @@ format: ## Schedule {.smaller} +::: {.incremental} * Aims * Why learn Python? -* How to work with Python? * Basics + Variables + Data types @@ -54,8 +54,10 @@ format: + List comprehensions * Writing your first Python script * Loading and saving data +::: ## Schedule {.smaller} +::: {.incremental} * Recap and Q&A * Using third party libraries from pip and conda * Functions and methods @@ -63,16 +65,22 @@ format: * Errors and exceptions * Organising your code * Documenting your code +* How to work with Python? (using IDEs, environments, etc...) +::: ## Aims +::: {.incremental} * Introduce Python * Introduce some basic programming concepts * Show you *one* (our) way of doing things + Not necessarily the best or only way * Give you the confidence to start doing it yourself * Prepare you for other courses +::: +::: {.fragment} Please ask any **questions at any time**! +::: # Why learn Python? @@ -80,7 +88,7 @@ Please ask any **questions at any time**! ::: {.fragment} Popularity -- Python is the most popular programming language for data science[^a^](https://aimresearch.co/product/data-science-skills-study-2023/) +- Python is the most popular programming language for data science[$^1$](https://aimresearch.co/product/data-science-skills-study-2023/) ::: ::: {.fragment} @@ -88,7 +96,7 @@ Free and open source - Unlike MATLAB, IGOR, etc... - Anyone can use your code - + 9.7M open Python repositories[^b^](As 2024-04-06, github.com/oprogramador/github-languages) on ![GitHub logo](img/github-mark-white.svg){width=1em} + + 9.7M open Python repositories[$^2$](As 2024-04-06, github.com/oprogramador/github-languages) on ![GitHub logo](img/github-mark-white.svg){width=1em} ::: ::: {.fragment} @@ -103,15 +111,35 @@ Not just for data analysis / machine learning ## Why learn Python? {.smaller} Packages for everything! -- Numpy - arrays ![NumPy logo](img/numpylogoicon.svg){width=1.2em} -- Pandas - dataframes -- SciPy - scientific computing -- Scikit-image - image analysis -- PyTorch - machine learning -- Matplotlib - plotting +::: {.fragment} +![NumPy logo](img/numpylogoicon.svg){width=2em style="margin-bottom: 0px; vertical-align: bottom;"} Numpy: arrays +::: + +::: {.fragment} +![Pandas logo](img/pandas_logo.svg){width=2em style="margin-bottom: 0px; vertical-align: bottom;"} Pandas: dataframes +::: + +::: {.fragment} +![SciPy logo](img/scipy_logo.png){width=2em style="margin-bottom: 0px; vertical-align: bottom;"} SciPy: scientific computing +::: +::: {.fragment} +![Scikit-image logo](img/scikit-image_logo.png){width=2em style="margin-bottom: 0px; vertical-align: bottom;"} Scikit-image: image analysis +::: + +::: {.fragment} +![PyTorch logo](img/pytorch_logo.svg){width=2em style="margin-bottom: 0px; vertical-align: bottom;"} PyTorch: machine learning +::: + +::: {.fragment} +![Matplotlib logo](img/matplotlib_logo.svg){width=2em style="margin-bottom: 0px; vertical-align: bottom;"} Matplotlib: plotting +::: + +::: {.fragment} *People have spent lots of time optimising these packages! Don't reinvent the wheel!* +::: + # How to work with Python? {{< include slides/working_with_python.qmd >}} From ab520dc42fca5edf52bf1a00c3be2b466b9a1987 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Fri, 26 Sep 2025 14:34:45 +0100 Subject: [PATCH 18/44] WIP functions --- slides/functions.qmd | 140 ++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 138 insertions(+), 2 deletions(-) diff --git a/slides/functions.qmd b/slides/functions.qmd index 0e0ecb2..22c02bc 100644 --- a/slides/functions.qmd +++ b/slides/functions.qmd @@ -137,7 +137,7 @@ print_sum(num2=5, num1=3) # Keyword arguments ::: ::::: -## Default arguments {.smaller} +## Arguments {.smaller} :::: {.fragment .fade-in} ```{python} #| echo: true @@ -165,4 +165,140 @@ list_animals(second="elephant", first="cow") #| error: true list_animals(second="lion", "tiger") ``` -:::: \ No newline at end of file +:::: + +## Arguments {.smaller} +``` {python} +#| echo: true +#| output-location: fragment +#| error: true +def list_animals(first="dog", second, third="penguin"): + print(f"First animal: {first}") + print(f"Second animal: {second}") + print(f"Third animal: {third}") + +list_animals() +``` + +## Exercise {.smaller} +:::: {.fragment} +* Write a function that takes two strings as arguments and prints the longer of the two strings +* One of the arguments should have a default value of an empty string +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment + +def longer_string(str1, str2=""): + # Your code here + pass +``` +:::: + +## Exercise {.smaller} + +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|1|2,4|" + +def longer_string(str1, str2=""): + if len(str1) > len(str2): + long_str = str1 + else: + long_str = str2 + + print(long_str) + +print(longer_string("apple", "banana")) +print(longer_string("apple")) +``` + +## Return values {.smaller} +::::: {.columns} +::: {.column width="55%"} +* Functions can return one or more values +* Use the `return` keyword +* A function can only return once +* If no return statement is given, the function returns `None` +::: +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| output-location: fragment +def a_func(a, b): + print(a + b) + +def b_func(a, b): + return a + b +``` +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment + +a_func(10, 20) +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +b_func(10, 20) +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +result = b_func(10, 20) +print(result) +``` +:::: +::: +::::: + + +## Return values {.smaller} +```{python} +#| echo: true +#| output-location: fragment + +def c_func(a, b, c): + sum1 = a + b + sum_all = a + b + c + + return sum1, sum_all +``` + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +result1, result2 = c_func(1, 2, 3) +print(result1) +print(result2) +``` +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +result = c_func(1, 2, 3) +print(type(result)) +print(result) +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +_, result2 = c_func(1, 2, 3) +print(result2) +``` +:::: From ecc6d7fda26262e09f4f149d5ff6d3cfefe4e87e Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 15:09:20 +0100 Subject: [PATCH 19/44] Shuffling order --- index.qmd | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/index.qmd b/index.qmd index 38dd914..3ed69ff 100644 --- a/index.qmd +++ b/index.qmd @@ -52,6 +52,7 @@ format: + Loops + Conditional statements + List comprehensions +* How to work with Python? (using IDEs, environments, etc...) * Writing your first Python script * Loading and saving data ::: @@ -65,7 +66,6 @@ format: * Errors and exceptions * Organising your code * Documenting your code -* How to work with Python? (using IDEs, environments, etc...) ::: ## Aims @@ -140,10 +140,6 @@ Packages for everything! ::: -# How to work with Python? - -{{< include slides/working_with_python.qmd >}} - # Basics of Python {{< include slides/basics.qmd >}} @@ -152,6 +148,10 @@ Packages for everything! {{< include slides/functions.qmd >}} +# How to work with Python? + +{{< include slides/working_with_python.qmd >}} + # Virtual environments {{< include slides/virtual_environments.qmd >}} From c931a30741fac244135c247a8c471ff59b16eaba Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 15:09:29 +0100 Subject: [PATCH 20/44] Add incremental marks --- slides/basics.qmd | 7 +++++++ slides/functions.qmd | 8 ++++++++ 2 files changed, 15 insertions(+) diff --git a/slides/basics.qmd b/slides/basics.qmd index d42596c..74503c4 100644 --- a/slides/basics.qmd +++ b/slides/basics.qmd @@ -1,8 +1,11 @@ ## Variables {.smaller} + +::: {.incremental} * A variable is a name that refers to a value * You can use variables to store data in memory * You can change the data stored in a variable at any time * Allows you to reuse data without having to retype it +::: ## Variables ```{python} @@ -65,9 +68,12 @@ print(type("Hello")) ::: ## Strings + +::: {.incremental} * A string is a sequence of characters * Strings are enclosed in single or double quotes * Used to represent text +::: ## Strings ```{python} @@ -99,6 +105,7 @@ print(a + b) + print + False + '50' + + None ::: ## Question diff --git a/slides/functions.qmd b/slides/functions.qmd index 22c02bc..b2931da 100644 --- a/slides/functions.qmd +++ b/slides/functions.qmd @@ -47,6 +47,8 @@ print(y) ## Functions {.smaller} :::: {.columns} ::: {.column width="55%"} + +::: {.incremental} * Time consuming and error prone to repeat code * Functions allow you to: + Reuse code @@ -54,6 +56,8 @@ print(y) + Scope defined by indentation * Defined using the `def` keyword * Can take inputs (arguments) and return outputs +::: + ::: ::: {.column width="45%"} :::: {.fragment .fade-in} @@ -110,6 +114,8 @@ print(is_valid_password("short")) ## Arguments {.smaller} :::: {.columns} ::: {.column .incremental width="50%"} + +::: {.incremental} * Functions can take multiple arguments * Positional arguments + Must be given in the correct order @@ -121,6 +127,8 @@ print(is_valid_password("short")) + Have a default value if not provided + Must come after non-default arguments ::: + +::: ::: {.column width="50%"} :::: {.fragment .fade-in} ```{python} From 3d4e0c33ab19756bec3a75aacf491434cd60a572 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Fri, 26 Sep 2025 15:48:40 +0100 Subject: [PATCH 21/44] Classes and objects --- index.qmd | 4 ++ slides/classes_and_objects.qmd | 88 ++++++++++++++++++++++++++++++++++ 2 files changed, 92 insertions(+) create mode 100644 slides/classes_and_objects.qmd diff --git a/index.qmd b/index.qmd index 3ed69ff..1e0eeb1 100644 --- a/index.qmd +++ b/index.qmd @@ -148,6 +148,10 @@ Packages for everything! {{< include slides/functions.qmd >}} +# Classes and objects + +{{< include slides/classes_and_objects.qmd >}} + # How to work with Python? {{< include slides/working_with_python.qmd >}} diff --git a/slides/classes_and_objects.qmd b/slides/classes_and_objects.qmd new file mode 100644 index 0000000..45b2e79 --- /dev/null +++ b/slides/classes_and_objects.qmd @@ -0,0 +1,88 @@ +## Objects {.smaller} +::::: {.columns} +::: {.column width="55%"} +* Everything in Python is an object + + Integer, float, string, list, functions... +* Objects have attributes and methods + + Attributes: properties of the object + + Methods: functions that belong to the object +::: +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +a_string = "penguin" +print(a_string.capitalize()) +``` +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|1|2,3|4|" +file_obj = open("example.txt", "a") +print(file_obj.name) +print(file_obj.mode) +file_obj.close() +``` +:::: +::: +::::: + +## Classes {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* A class is a blueprint for creating objects +* Defined using the `class` keyword +* Can have attributes and methods (functions) +* `__init__` method is called when an object is created +* `self` refers to the instance of the class +::: +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|1|2,3|5|6|" + +class Animal(): + def __init__(self, species): + self.species = species + +pingu = Animal("penguin") +print(pingu.species) +``` +::::: +::: +::::: + +## Exercise {.smaller} +* Try adding a new attribute `noise` to the `Animal` class +* Add a method `make_noise` that prints the noise of the animal + +```{.python} +class Animal(): + your code here + +pingu = Animal("penguin", "noot") +pingu.make_noise() # Output: noot +``` + +## Exercise {.smaller} +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|2|2,4|6,7|" + +class Animal(): + def __init__(self, species, noise): + self.species = species + self.noise = noise + + def make_noise(self): + print(self.noise) + +pingu = Animal("penguin", "noot") +pingu.make_noise() +``` From beabee063c793948f797cedc8f9b70c3c0bbd44e Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 15:56:59 +0100 Subject: [PATCH 22/44] Add f-strings and
--- slides/basics.qmd | 51 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 51 insertions(+) diff --git a/slides/basics.qmd b/slides/basics.qmd index 74503c4..2a6aab2 100644 --- a/slides/basics.qmd +++ b/slides/basics.qmd @@ -95,6 +95,41 @@ print(a + b) + Try `a*3` in the code above ::: +## f-strings +::: {.incremental} +* f-strings are a way to format strings +* Use `f` before the string +* Use `{variable}` to insert variables into the string +::: +::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +print(f"The value of a is: {a}") +``` +::: + +## f-strings + +You can also use f-strings to format numbers + +::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +print(f"The value of a is: {8.333333333333333:.2f}") +``` +::: + +::: {.fragment .fade-in} +And can also compute values in the string +```{python} +#| echo: true +#| output-location: fragment +print(f"The value of a is: {7 / 3:.2f}") +``` +::: + ## Question ::: {.incremental} @@ -152,6 +187,9 @@ my_list = [1, 2.0, 'three', 'dog'] print(type(my_list)) ``` :::: + +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -162,6 +200,9 @@ last = my_list[-1] print(first, second, last) ``` :::: + +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -171,6 +212,8 @@ print(my_list) ``` :::: +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -415,6 +458,8 @@ for i in [0, 1, 2]: ``` :::: +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -445,6 +490,8 @@ for animal in my_list: ``` :::: +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -454,6 +501,8 @@ for _ in range(3): ``` :::: +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -486,6 +535,8 @@ print(sum_of_squares) ``` ::: +
+ ::: {.fragment .fade-in} ```{python} #| echo: true From dadfb19472b027220323d417cb33482cf13accbb Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 15:57:33 +0100 Subject: [PATCH 23/44] Add *args **kwargs and
--- slides/functions.qmd | 80 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 80 insertions(+) diff --git a/slides/functions.qmd b/slides/functions.qmd index b2931da..1d265c9 100644 --- a/slides/functions.qmd +++ b/slides/functions.qmd @@ -158,6 +158,9 @@ def list_animals(first="dog", second="cat", third="penguin"): list_animals() ``` :::: + +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -166,6 +169,9 @@ list_animals() list_animals(second="elephant", first="cow") ``` :::: + +
+ :::: {.fragment .fade-in} ``` {python} #| echo: true @@ -223,13 +229,72 @@ print(longer_string("apple", "banana")) print(longer_string("apple")) ``` +## Using `*` and `**` {.smaller} + +::: {.incremental .smaller} +* `*` and `**` are upacking operators, useful to unpack tuples, lists and dictionaries +* I't common to use `*` and `**` when calling functions +* You might have seen the syntax `*args` and `**kwargs` before +* This is just a convention to indicate that the function takes a variable number of arguments +::: + +::: {.fragment} +```{python} +#| echo: true +#| output-location: fragment +def my_func(*args, **kwargs): + print(f"Unpacking list: {args}") + print(f"Unpacking dictionary: {kwargs}") + +my_list = [1, 2, 3, 4, 5] +my_dict = {'a': 1, 'b': 2, 'c': 3} + +print("Unpacking list:") +my_func(*my_list) + +print("Unpacking dictionary:") +my_func(**my_dict) +``` +::: + +## How are `*args` and `**kwargs` useful? {.smaller} +:::: {.columns} +::: {.column width="55%"} +::: {.incremental .smaller} +* `*args` and `**kwargs` are useful when you don't know how many arguments will be passed to the function +::: + +::: +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +def my_func(**kwargs): + if 'name' in kwargs: + print(f"Hello, {kwargs['name']}!") + else: + print("Hello, world!") + +my_func(name="John") +my_func() +my_func(name="Jane") +``` +:::: +::: +::::: + ## Return values {.smaller} ::::: {.columns} ::: {.column width="55%"} + +::: {.incremental .smaller} * Functions can return one or more values * Use the `return` keyword * A function can only return once * If no return statement is given, the function returns `None` +::: + ::: ::: {.column width="45%"} :::: {.fragment .fade-in} @@ -242,6 +307,9 @@ def b_func(a, b): return a + b ``` :::: + +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -251,6 +319,8 @@ a_func(10, 20) ``` :::: +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -259,6 +329,8 @@ b_func(10, 20) ``` :::: +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -272,6 +344,7 @@ print(result) ## Return values {.smaller} + ```{python} #| echo: true #| output-location: fragment @@ -283,6 +356,8 @@ def c_func(a, b, c): return sum1, sum_all ``` +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -292,6 +367,9 @@ print(result1) print(result2) ``` :::: + +
+ :::: {.fragment .fade-in} ```{python} #| echo: true @@ -302,6 +380,8 @@ print(result) ``` :::: +
+ :::: {.fragment .fade-in} ```{python} #| echo: true From 5674de34a18a2f27ef78812a4613e92099fcdc67 Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 16:30:58 +0100 Subject: [PATCH 24/44] Expand on IDEs --- slides/working_with_python.qmd | 39 +++++++++++++++++++++++++++++----- 1 file changed, 34 insertions(+), 5 deletions(-) diff --git a/slides/working_with_python.qmd b/slides/working_with_python.qmd index ce40aab..2f7e16e 100644 --- a/slides/working_with_python.qmd +++ b/slides/working_with_python.qmd @@ -1,12 +1,41 @@ ## Ways of working with Python {.incremental} -* REPL (Read-Eval-Print Loop), "interactive Python", "Python console" -* Notebooks (.ipynb) -* Scripts (.py) + +::: {.incremental} +* `REPL` (Read-Eval-Print Loop), "interactive Python", "Python console" +* `Jupyter notebooks` (.ipynb) +* `Scripts` (.py) +::: + +::: {.fragment .fade-in} +Demo time! 🧑🏻‍💻👩🏻‍💻 +::: + + ## IDEs: Integrated Development Environments {.smaller} + +::: {.incremental} * Used by most developers * Allows you to switch between the three main ways of working with Python * Within the same program you can: - + Edit Text editor :pencil: + + Edit Text editor :pencil: + Organise File explorer :file_folder: - + Run Console :computer: + + Run Console :computer: +::: + +## Example IDEs + +::: {.fragment .fade-in} +* [Visual Studio Code](https://code.visualstudio.com/download) - more customizable +* [PyCharm](https://www.jetbrains.com/pycharm/download/) - optimized for Python +* ... +::: + +::: {.fragment .fade-in} +You can click on the name to go to the download page. +::: + +::: {.fragment .fade-in} +Install the one you like most! +Igor prefers PyCharm, Laura prefers VS Code. +::: \ No newline at end of file From ebc7883cfb03692d219014b5b3f2607e77cba122 Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 16:31:09 +0100 Subject: [PATCH 25/44] Start to work on venv --- slides/virtual_environments.qmd | 22 ++++++++++++++++++++-- 1 file changed, 20 insertions(+), 2 deletions(-) diff --git a/slides/virtual_environments.qmd b/slides/virtual_environments.qmd index 06391b6..db83838 100644 --- a/slides/virtual_environments.qmd +++ b/slides/virtual_environments.qmd @@ -1,14 +1,16 @@ ## Virtual environments {.smaller} +::: {.incremental} - Many packages are continuously developed 🔁 - This means there will be breaking changes - Some packages will require specific versions of other packages - Similar with Python versions - New versions of Python may introduce new features or deprecate old ones +::: ## Virtual environments {.smaller} -![[Python virtual environments](https://xkcd.com/1987/)](https://imgs.xkcd.com/comics/python_environment.png){width="40%"} +![[Comic from xkcd](https://xkcd.com/1987/)](https://imgs.xkcd.com/comics/python_environment.png){width="20%"} ## Virtual environments {.smaller} @@ -20,11 +22,14 @@ - New versions of Python may introduce new features or deprecate old ones ::: +::: {.fragment .fade-in} - How can we have **two versions** of the same package installed at the same time? - Virtual environments! :tada: +::: ## Virtual environments {.smaller} +::: {.fragment .fade-in} - A virtual environment is an isolated Python installation - Each environment has its own Python version - Each environment has its own set of installed packages @@ -33,16 +38,29 @@ - [`conda`](https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html) (Anaconda/Miniconda) - [`uv`](https://docs.astral.sh/uv/pip/environments/) - [`pixi`](https://pixi.sh/latest/workspace/environment/) +::: ## Conda environments {.smaller} -- Conda is a package manager and virtual environment manager +::: {.fragment .fade-in} +- Conda is a `package manager` and `virtual environment manager` - Separates Python environments from each other (and from system Python) - Can also manage non-Python packages (e.g. R, C libraries, etc...) - Reproducible environments that can be shared with: - Collaborators - Readers of your paper - Future you (HPC, etc...) +::: + +## Install miniforge + +[Click here to go to the download page](https://conda-forge.org/download/) + +Common installation problems: +::: {.callout-caution collapse="true"} +## Windows troubleshooting +TODO 😭 +::: ## Environment management From ebc948b39e59562b45af4cae076700292a5b88d4 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Fri, 26 Sep 2025 17:39:36 +0100 Subject: [PATCH 26/44] WIP errors and exceptions --- index.qmd | 4 ++ slides/errors_and_exceptions.qmd | 116 +++++++++++++++++++++++++++++++ 2 files changed, 120 insertions(+) create mode 100644 slides/errors_and_exceptions.qmd diff --git a/index.qmd b/index.qmd index 1e0eeb1..b92d8c5 100644 --- a/index.qmd +++ b/index.qmd @@ -152,6 +152,10 @@ Packages for everything! {{< include slides/classes_and_objects.qmd >}} +# Errors and exceptions + +{{< include slides/errors_and_exceptions.qmd >}} + # How to work with Python? {{< include slides/working_with_python.qmd >}} diff --git a/slides/errors_and_exceptions.qmd b/slides/errors_and_exceptions.qmd new file mode 100644 index 0000000..41b14df --- /dev/null +++ b/slides/errors_and_exceptions.qmd @@ -0,0 +1,116 @@ +## Errors and Exceptions {.smaller} +* You've probably seen an error already +* If not try these, why don't they work? + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true + +import london +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true +len(print) +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true +print("Hello" +``` +:::: + +## SyntaxError {.smaller} +* Something is wrong with the structure of your code, code cannot run +* What's wrong below? + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true + +print hello +``` +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true + for i in [0, 1, 2] + print(i) +``` +:::: +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true +"hello" = some_string +``` +:::: + +## Exceptions {.smaller} +* Something went wrong while your code was running +* What's wrong in these examples? + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true +1 / 0 +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true +giraffe * 10 +``` +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true +a_list = [1, 2, 3] +a_list[5] +``` +:::: + +## Tracebacks {.smaller} +* Help you find the source of the error +* Read from the bottom up +* Look for the last line that is *your* code +* [Debugging manifesto](https://wizardzines.com/images/debugging-manifesto.pdf) :bug: + +## Tracebacks {.smaller} +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|7|4,5|1,2|" +#| error: true + +def divide_0(x): + return x / 0 + +def call_func(x): + y = divide_0(x) + +z = call_func(10) +``` From d6fd38e9bd3e47b819b1e4d7e241636e1022de08 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Fri, 26 Sep 2025 18:00:54 +0100 Subject: [PATCH 27/44] WIP handling exceptions --- slides/errors_and_exceptions.qmd | 51 ++++++++++++++++++++++++++++++++ 1 file changed, 51 insertions(+) diff --git a/slides/errors_and_exceptions.qmd b/slides/errors_and_exceptions.qmd index 41b14df..c5a3587 100644 --- a/slides/errors_and_exceptions.qmd +++ b/slides/errors_and_exceptions.qmd @@ -114,3 +114,54 @@ def call_func(x): z = call_func(10) ``` + +## Handling exceptions {.smaller} +* What if you know an error might happen? + +:::: {.fragment .fade-in fragment-index=2} +```{python} +#| echo: true +#| error: true +def divide(x, y): + print(x / y) # This might raise an error + +divide(10, 2) +divide(10, 0) +``` +:::: + +## Handling exceptions {.smaller} +* What if you know an error might happen? +* You can handle it with `try` and `except` + +:::: {.fragment .fade-in fragment-index=4} +```{python} +#| echo: true +#| output-location: fragment +def safe_divide(x, y): + try: + value = x / y + print(f"Result: {value}") + except: + print("Y cannot be zero!") +safe_divide(10, 2) +safe_divide(10, 0) +``` +:::: + +## Handling exceptions {.smaller} +* What's the problem with this code? + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true + +safe_divide("10", 2) +``` +:::: + +:::: {.fragment .fade-in} +* You should only catch exceptions you expect +:::: From 50c0380b40f0ab7b3f403b3fdad5a534b862f968 Mon Sep 17 00:00:00 2001 From: lauraporta <29216006+lauraporta@users.noreply.github.com> Date: Fri, 26 Sep 2025 18:01:34 +0100 Subject: [PATCH 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zIcM*45qy=I@v)1JuZn^g)u|^09R*l*#sf}4&-7^|)C;sra%aNp40i%T!e5&jR8{X- zX+ml^MfD$gTwLk!J6Kiim$Nstycc|(9)2<_KbU~g*{h{}PxBRm&?CN?T!6sCML;pHq%V1+p zI{-YtJR1CiK%YPVm61g<&@qvJ& z0lf_`sqxUtEXqn5m6^OSPDA@C`y-t7saoJ$%=?dxoovZVOzzqb`pl1V84KN?VD2z> z&;MYxJ~ah2|1&R;m_Bi%MVaM~FE)QH^$b1`&&2fGi+v2g)htGC`Sitaw?!{{I{@rn zO+)#|;ToWQSlu%XoIn0{3Wun#vU08K&orxy=xG9>ioZ8@qAt~U#%ZaXa({O-a`ZG@ zeQyK)>>2K8Ke=l!%=>4WI&87&xw)%EC6&L|Z($(dP1oI4>Ar{zlIuH^4y(FYTf=g< P(0>ZARAowD8VCG8XS5du literal 0 HcmV?d00001 diff --git a/slides/virtual_environments.qmd b/slides/virtual_environments.qmd index db83838..f9f6ad0 100644 --- a/slides/virtual_environments.qmd +++ b/slides/virtual_environments.qmd @@ -29,7 +29,7 @@ ## Virtual environments {.smaller} -::: {.fragment .fade-in} +::: {.incremental} - A virtual environment is an isolated Python installation - Each environment has its own Python version - Each environment has its own set of installed packages @@ -42,7 +42,7 @@ ## Conda environments {.smaller} -::: {.fragment .fade-in} +::: {.incremental} - Conda is a `package manager` and `virtual environment manager` - Separates Python environments from each other (and from system Python) - Can also manage non-Python packages (e.g. R, C libraries, etc...) @@ -56,10 +56,11 @@ [Click here to go to the download page](https://conda-forge.org/download/) -Common installation problems: ::: {.callout-caution collapse="true"} ## Windows troubleshooting -TODO 😭 +- Did you had a previous version of Anaconda installed? You might need to uninstall it first. +- ![Remember to add Miniforge to your PATH! The installer will say is not required, but it is!](img/miniforge_window_add_to_path.png){width="25%"} +- `conda not found`? Run `conda init` in your terminal. ::: ## Environment management From 4542d8287189c4d4f2f02f7caea0cc2ee0bbb120 Mon Sep 17 00:00:00 2001 From: Igor Tatarnikov Date: Fri, 26 Sep 2025 20:29:05 +0100 Subject: [PATCH 29/44] Change to light mode --- index.qmd | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/index.qmd b/index.qmd index b92d8c5..92e17f4 100644 --- a/index.qmd +++ b/index.qmd @@ -5,8 +5,8 @@ execute: enabled: true format: revealjs: - theme: [default, niu-dark.scss] - logo: img/logo_niu_dark.png + theme: [default, niu-light.scss] + logo: img/logo_niu_light.png footer: "Sainsbury Wellcome Centre | 2025-09-30" slide-number: c menu: @@ -26,8 +26,8 @@ format: fontFamily: arial curve: linear html: - theme: [default, niu-dark.scss] - logo: img/logo_niu_dark.png + theme: [default, niu-light.scss] + logo: img/logo_niu_light.png date: "2025-09-30" toc: true code-overflow: scroll From c6e6e71d5898ca77d2a3d958f9d48841c8984739 Mon Sep 17 00:00:00 2001 From: Igor Tatarnikov Date: Fri, 26 Sep 2025 20:29:39 +0100 Subject: [PATCH 30/44] Errors and exceptions --- slides/errors_and_exceptions.qmd | 25 ++++++++++++++++++++++++- 1 file changed, 24 insertions(+), 1 deletion(-) diff --git a/slides/errors_and_exceptions.qmd b/slides/errors_and_exceptions.qmd index c5a3587..e913c85 100644 --- a/slides/errors_and_exceptions.qmd +++ b/slides/errors_and_exceptions.qmd @@ -138,6 +138,7 @@ divide(10, 0) ```{python} #| echo: true #| output-location: fragment +#| code-line-numbers: "|2|3,4|5,7|" def safe_divide(x, y): try: value = x / y @@ -163,5 +164,27 @@ safe_divide("10", 2) :::: :::: {.fragment .fade-in} -* You should only catch exceptions you expect +* Don't make your `except` too general! +:::: + +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +#| error: true +#| code-line-numbers: "|2|3,4|5,6|7,8|" + +def better_safe_divide(x, y): + try: + value = x / y + print(f"Result: {value}") + except ZeroDivisionError: + print("Y cannot be zero!") + except TypeError: + print("Both x and y must be numbers!") + +better_safe_divide(10, 2) +better_safe_divide(10, 0) +better_safe_divide("10", 2) +``` :::: From f4668a60204e0696d9f50d6f2b13005483fd7ac0 Mon Sep 17 00:00:00 2001 From: Igor Tatarnikov Date: Fri, 26 Sep 2025 21:04:30 +0100 Subject: [PATCH 31/44] Errors and exceptions --- slides/errors_and_exceptions.qmd | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) diff --git a/slides/errors_and_exceptions.qmd b/slides/errors_and_exceptions.qmd index e913c85..8061a80 100644 --- a/slides/errors_and_exceptions.qmd +++ b/slides/errors_and_exceptions.qmd @@ -188,3 +188,32 @@ better_safe_divide(10, 0) better_safe_divide("10", 2) ``` :::: + +## Exercise {.smaller} +* Write a function to return the length of the input +* If the object has no length, return `None` + +:::: {.fragment .fade-in} +```{.python} +def safe_len(x): + # Your code here + pass +``` +:::: + +## Exercise {.smaller} +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|2,3|4,5|" +#| error: true +def safe_len(x): + try: + return len(x) + except TypeError: + return None + +print(safe_len("hello")) +print(safe_len(42)) +print(safe_len([1, 2, 3])) +``` \ No newline at end of file From 3c6e54143212ee745997273718c0eb3b1ea0c30a Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 12:54:44 +0100 Subject: [PATCH 32/44] Update functions slides --- slides/functions.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/slides/functions.qmd b/slides/functions.qmd index 1d265c9..2b44c17 100644 --- a/slides/functions.qmd +++ b/slides/functions.qmd @@ -64,6 +64,7 @@ print(y) ```{python} #| echo: true #| output-location: fragment +#| code-line-numbers: "|1|2-5|3,5|" def relu(x): if x > 0: return x @@ -90,7 +91,6 @@ print(relu(-3)) :::: {.fragment .fade-in} ```{python} #| echo: true -#| output-location: fragment def is_valid_password(password): # Your code here pass From f09b95bdae788f1a54592067969eda2f12296b67 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 12:56:00 +0100 Subject: [PATCH 33/44] Small clean up in basics.qmd --- slides/basics.qmd | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/slides/basics.qmd b/slides/basics.qmd index 2a6aab2..b3a8e97 100644 --- a/slides/basics.qmd +++ b/slides/basics.qmd @@ -122,7 +122,7 @@ print(f"The value of a is: {8.333333333333333:.2f}") ::: ::: {.fragment .fade-in} -And can also compute values in the string +And compute values in the string ```{python} #| echo: true #| output-location: fragment @@ -134,13 +134,13 @@ print(f"The value of a is: {7 / 3:.2f}") ::: {.incremental} * What is the type of...? - + 100 - + 'Dog' - + 3.14 - + print - + False - + '50' - + None + + `100` + + `'Dog'` + + `3.14` + + `print` + + `False` + + `'50'` + + `None` ::: ## Question From 8a78d9b4c013b34842feb889b5a600984524a6a4 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 13:08:10 +0100 Subject: [PATCH 34/44] WIP structuring your code --- index.qmd | 4 +++ slides/my_funcs.py | 8 +++++ slides/structuring_your_code.qmd | 59 ++++++++++++++++++++++++++++++++ slides/utils/my_funcs.py | 8 +++++ 4 files changed, 79 insertions(+) create mode 100644 slides/my_funcs.py create mode 100644 slides/structuring_your_code.qmd create mode 100644 slides/utils/my_funcs.py diff --git a/index.qmd b/index.qmd index 92e17f4..0227fee 100644 --- a/index.qmd +++ b/index.qmd @@ -171,3 +171,7 @@ Packages for everything! # Loading and saving data {{< include slides/loading_and_saving.qmd >}} + +# Organising your code + +{{< include slides/structuring_your_code.qmd >}} diff --git a/slides/my_funcs.py b/slides/my_funcs.py new file mode 100644 index 0000000..e474d90 --- /dev/null +++ b/slides/my_funcs.py @@ -0,0 +1,8 @@ +def square_add_10(x): + y = x**2 + y = y + 10 + return y + +def print_twice(a_string): + print(a_string) + print(a_string) \ No newline at end of file diff --git a/slides/structuring_your_code.qmd b/slides/structuring_your_code.qmd new file mode 100644 index 0000000..79cb517 --- /dev/null +++ b/slides/structuring_your_code.qmd @@ -0,0 +1,59 @@ +## Structuring your code +* As your code gets more complex, you will want to organise it into multiple files and folders +* This makes it easier to find and reuse code +* Python modules and packages help you do this +* You can also use version control (e.g. Git) to manage changes to your code (covered in the good practices lecture) + +## Exercise {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* Create a file `my_funcs.py` with the functions `square_add_10` and `print_twice` +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +def square_add_10(x): + y = x**2 + y = y + 10 + return y + +def print_twice(a_string): + print(a_string) + print(a_string) +``` +:::: +::: +::::: + +## Exercise {.smaller .incremental} +* In a new file `analysis.py`, import the functions from `my_funcs.py` and use them +* **Modularity promotes reuse!** + +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|1|" +from my_funcs import square_add_10, print_twice + +result = square_add_10(5) +print("Result:", result) + +print_twice("Hello, world!") +``` + +## Structuring your code {.smaller .incremental} +* As your codebase grows, consider organizing files into directories + +```{python} +#| echo: true +#| output-location: fragment +#| code-line-numbers: "|1|" +from utils.my_funcs import square_add_10, print_twice + +result = square_add_10(5) +print("Result:", result) +print_twice("Hello, world!") +``` \ No newline at end of file diff --git a/slides/utils/my_funcs.py b/slides/utils/my_funcs.py new file mode 100644 index 0000000..e474d90 --- /dev/null +++ b/slides/utils/my_funcs.py @@ -0,0 +1,8 @@ +def square_add_10(x): + y = x**2 + y = y + 10 + return y + +def print_twice(a_string): + print(a_string) + print(a_string) \ No newline at end of file From 888655d9a22437d006fbe5748e5d94a4cc6d0a3d Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 13:34:56 +0100 Subject: [PATCH 35/44] Structuring your code --- slides/structuring_your_code.qmd | 66 ++++++++++++++++++++++++++------ 1 file changed, 55 insertions(+), 11 deletions(-) diff --git a/slides/structuring_your_code.qmd b/slides/structuring_your_code.qmd index 79cb517..d6f893b 100644 --- a/slides/structuring_your_code.qmd +++ b/slides/structuring_your_code.qmd @@ -1,8 +1,10 @@ -## Structuring your code +## Structuring your code {.smaller} +::: {.incremental} * As your code gets more complex, you will want to organise it into multiple files and folders * This makes it easier to find and reuse code * Python modules and packages help you do this * You can also use version control (e.g. Git) to manage changes to your code (covered in the good practices lecture) +::: ## Exercise {.smaller} ::::: {.columns} @@ -14,7 +16,6 @@ :::: {.fragment .fade-in} ```{python} #| echo: true -#| output-location: fragment def square_add_10(x): y = x**2 y = y + 10 @@ -28,32 +29,75 @@ def print_twice(a_string): ::: ::::: -## Exercise {.smaller .incremental} +## Exercise {.smaller} +::: {.incremental} * In a new file `analysis.py`, import the functions from `my_funcs.py` and use them * **Modularity promotes reuse!** +::: + +::: {.fragment .fade-in} +```{.python} +from .my_funcs import square_add_10, print_twice +``` +::: +::: {.fragment .fade-in} ```{python} #| echo: true #| output-location: fragment -#| code-line-numbers: "|1|" -from my_funcs import square_add_10, print_twice - result = square_add_10(5) print("Result:", result) print_twice("Hello, world!") ``` +::: -## Structuring your code {.smaller .incremental} +## Structuring your code {.smaller} +::: {.incremental} * As your codebase grows, consider organizing files into directories +::: +::: {.fragment .fade-in} +```{.python} +from .utils.my_funcs import square_add_10, print_twice +``` +::: + +::: {.fragment .fade-in} ```{python} #| echo: true #| output-location: fragment -#| code-line-numbers: "|1|" -from utils.my_funcs import square_add_10, print_twice - result = square_add_10(5) print("Result:", result) print_twice("Hello, world!") -``` \ No newline at end of file +``` +::: + +## Organisation {.smaller} +::: {.incremental} +* Organise your code like you would any other project +* Use meaningful names for files and directories +* Group related functionality together +::: + +::: {.fragment .fade-in} +```plaintext +. +├── python_project/ +│ ├── analysis/ +│ │ ├── align.py +│ │ ├── fft.py +│ │ ├── preprocessing.py +│ │ └── register.py +│ ├── IO/ +│ │ ├── load.py +│ │ ├── save.py +│ │ ├── tools +│ │ ├── settings.py +│ │ └── system.py +│ └── visualisation/ +│ ├── preprocess.py +│ └── visualisation.py +└── README.md +``` +::: \ No newline at end of file From c78cd9dd50ccd3d7f9caa700aaeb695521617723 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 13:36:21 +0100 Subject: [PATCH 36/44] Remove temp func files --- slides/my_funcs.py | 8 -------- slides/utils/my_funcs.py | 8 -------- 2 files changed, 16 deletions(-) delete mode 100644 slides/my_funcs.py delete mode 100644 slides/utils/my_funcs.py diff --git a/slides/my_funcs.py b/slides/my_funcs.py deleted file mode 100644 index e474d90..0000000 --- a/slides/my_funcs.py +++ /dev/null @@ -1,8 +0,0 @@ -def square_add_10(x): - y = x**2 - y = y + 10 - return y - -def print_twice(a_string): - print(a_string) - print(a_string) \ No newline at end of file diff --git a/slides/utils/my_funcs.py b/slides/utils/my_funcs.py deleted file mode 100644 index e474d90..0000000 --- a/slides/utils/my_funcs.py +++ /dev/null @@ -1,8 +0,0 @@ -def square_add_10(x): - y = x**2 - y = y + 10 - return y - -def print_twice(a_string): - print(a_string) - print(a_string) \ No newline at end of file From 3cb8632d621d25718d1ea0f7dbdafe36a809da9f Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 14:09:06 +0100 Subject: [PATCH 37/44] Documenting slides --- index.qmd | 4 + slides/documenting_your_code.qmd | 186 +++++++++++++++++++++++++++++++ 2 files changed, 190 insertions(+) create mode 100644 slides/documenting_your_code.qmd diff --git a/index.qmd b/index.qmd index 0227fee..3089e3c 100644 --- a/index.qmd +++ b/index.qmd @@ -175,3 +175,7 @@ Packages for everything! # Organising your code {{< include slides/structuring_your_code.qmd >}} + +# Documenting your code + +{{< include slides/documenting_your_code.qmd >}} diff --git a/slides/documenting_your_code.qmd b/slides/documenting_your_code.qmd new file mode 100644 index 0000000..059005f --- /dev/null +++ b/slides/documenting_your_code.qmd @@ -0,0 +1,186 @@ +## Documenting your code {.smaller} +::::: {.columns} +::: {.column width="55%"} +:::: {.fragment .fade-in fragment-index=1} +* Aim to need as little documentation as possible +:::: +:::: {.fragment .fade-in fragment-index=4} +* Which is easier to understand? + + Use meaningful pronounceable names +:::: +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in fragment-index=2} +```{.python} +f = 378 +c = 22 +fpc = f / c +``` +:::: + +
+ +:::: {.fragment .fade-in fragment-index=3} +```{.python} +foci_number = 378 +cell_number = 22 +foci_per_cell = foci_number / cell_number +``` +:::: +::: +::::: + +## Documenting your code {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* Each function should do one thing +* Give functions descriptive names +* This is a form of documentation too! +::: +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{.python} +def analyse_well(well_data): + ... + +def save_analysed_well(well_data): + ... + +def process_single_well(well_data): + analysed = analyse_well(well_data) + save_analysed_well(analysed) + +def process_plate(plate_data): + for well_data in plate_data: + process_single_well(well_data) +``` +:::: +::: +::::: + +## Comments {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* Sometimes the code isn't self-explanatory +* Use comments to explain why, not what +* Use `#` for single-line comments +* Use triple quotes `"""` for multi-line comments or docstrings +* What's wrong with this example? +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{.python} +def analyse_image(image): + # run gaussian blur + image = gaussian(image) + # run otsu thresholding + image = otsu(image) + # run watershed + image = watershed(image) + return image +``` +:::: +::: +::::: + +## Comments +::::: {.columns} +::: {.column width="50%"} +```{.python} +def analyse_image(image): + # run gaussian blur + image = gaussian(image) + # run otsu thresholding + image = otsu(image) + # run watershed + image = watershed(image) + return image +``` +::: + +::: {.column width="50%"} +```{.python} +def analyse_image(image): + # remove noise + image = gaussian(image) + # binarise cells + image = otsu(image) + # split merged cells + image = watershed(image) + return image +``` +::: +::::: + +## Docstrings {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* Use docstrings to describe what a function does and how to use it +* Detail inputs and outputs +* Use triple quotes `"""` for docstrings +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{.python code-line-numbers="|2-16|2|4-10|12-15|"} +def add_numbers(num_0, num_1): + """Adds two numbers together + + Parameters + ---------- + num_0 : float + First number to be added + + num_1 : float + Second number to be added + + Returns + ------- + float + Sum of numbers + """ + return num_0 + num_1 +``` +:::: +::: +::::: + +## README files {.smaller} +::::: {.columns} +::: {.column .incremental width="55%"} +* Single file, usually `README.md` or `README.txt` +* Outlines most important information + + What the project does + + How to install + + How to use +* Very useful for others (and future you!) +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{.plaintext code-line-numbers="|5|7-8|9-16|"} +My awesome Python package +Adam Tyson 2025-01-01 +code@adamltyson.com + +Analyses data from X, Y, Z + +To install: +... +Data requirements: +... +To run: +... +Output: +... +Troubleshooting: +... + +``` +:::: +::: +::::: + + From 916629c65fba9e5578074b37376e195366ad9fdf Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 16:54:19 +0100 Subject: [PATCH 38/44] Next steps --- index.qmd | 61 +++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) diff --git a/index.qmd b/index.qmd index 3089e3c..fa75374 100644 --- a/index.qmd +++ b/index.qmd @@ -179,3 +179,64 @@ Packages for everything! # Documenting your code {{< include slides/documenting_your_code.qmd >}} + +# Next steps +## Next steps {.smaller .incremental} +* We've covered some of the basics +* Next steps -- Practice!: + + Mess around with code + + Solve problems + + Google stuff + + Contact + + Additional courses +::: + +## Further resources {.smaller .incremental} +* [CS50](https://pll.harvard.edu/course/cs50-introduction-computer-science) +* UCL ARC courses + + [An introduction to programming for research using Python](https://rits.github-pages.ucl.ac.uk/doctoral-programming-intro/) + + [Research software engineering with Python](https://github-pages.ucl.ac.uk/rsd-engineeringcourse/) + + [Software carpentry courses](https://software-carpentry.org/lessons/) + + [Exercism](https://exercism.org/tracks/python) + +## Troubleshooting tips {.smaller .incremental} +* Make sure the correct environment is activated + + `which python` or `which pip` to check +* Check the scope of your variable +* Pay attention to whether an operation is `in_place` or not + + Especially with `pandas` and `numpy` +* Structure your code as a package as soon as you can + + `pyproject.toml` → more on this in future sessions! +* Look out for deep vs shallow copies + + Especially with collections (lists, dicts, sets) + +## Question +::::: {.columns} +::: {.column .incremental width="55%"} +* What does this return? +::: + +::: {.column width="45%"} +:::: {.fragment .fade-in} +```{python} +#| echo: true +#| output-location: fragment +a = [1, 2, 3] +b = a +b[0] = 42 + +print(a[0]) +``` +:::: +::: +::::: + + +## Troubleshooting tips {.smaller .incremental} +* Read the error messages! + + Google is your friend + + LLMs can help too + + Ask a colleague or contact us +* Use a debugger (e.g. `pdb`, or IDE built-in debuggers) +* Write tests for your code (e.g. using `pytest`) + From 69b482af659c00c572c0e8fb6d4f34869f4b5a98 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 20:10:52 +0100 Subject: [PATCH 39/44] Ignore csv output --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 09292ed..f21aa6b 100644 --- a/.gitignore +++ b/.gitignore @@ -10,6 +10,7 @@ build/ # Files generated by Python snippets example.txt +out.csv # Vscode files .vscode/ From dba111f71978e9cc57a933adb2ed0ba994fda1a2 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 20:11:11 +0100 Subject: [PATCH 40/44] Add pandas and numpy to requirements --- requirements.txt | 2 ++ 1 file changed, 2 insertions(+) diff --git a/requirements.txt b/requirements.txt index 787df06..7d02dd9 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,5 @@ jupyter jupyter-cache matplotlib +numpy +pandas From 5d5df2dd23cfd6e8a41faf8fd63b51e5398acecc Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 20:11:41 +0100 Subject: [PATCH 41/44] Minor clean up --- slides/errors_and_exceptions.qmd | 2 +- slides/functions.qmd | 2 +- slides/loading_and_saving.qmd | 25 +++++++++++++++++++++++++ 3 files changed, 27 insertions(+), 2 deletions(-) diff --git a/slides/errors_and_exceptions.qmd b/slides/errors_and_exceptions.qmd index 8061a80..22a1b3d 100644 --- a/slides/errors_and_exceptions.qmd +++ b/slides/errors_and_exceptions.qmd @@ -138,7 +138,7 @@ divide(10, 0) ```{python} #| echo: true #| output-location: fragment -#| code-line-numbers: "|2|3,4|5,7|" +#| code-line-numbers: "|2|3,4|5,6|" def safe_divide(x, y): try: value = x / y diff --git a/slides/functions.qmd b/slides/functions.qmd index 2b44c17..5dffdd1 100644 --- a/slides/functions.qmd +++ b/slides/functions.qmd @@ -299,7 +299,7 @@ my_func(name="Jane") ::: {.column width="45%"} :::: {.fragment .fade-in} ```{python} -#| output-location: fragment +#| echo: true def a_func(a, b): print(a + b) diff --git a/slides/loading_and_saving.qmd b/slides/loading_and_saving.qmd index 92fd3fb..6a3bcbd 100644 --- a/slides/loading_and_saving.qmd +++ b/slides/loading_and_saving.qmd @@ -48,6 +48,8 @@ with open('example.txt', 'a') as new_file: ::: {.column width="50%"} :::: {.fragment .fade-in} ```{python} +#| echo: true +#| output-location: fragment with open('example.txt', 'r') as f: contents = f.read() @@ -56,3 +58,26 @@ print(contents) :::: ::: ::::: + +## Demo +* Write a script that saves the below data to a comma-separated file + +```{python} +#| echo: true +column_labels = "sample_id,speed,distance" +samples = [(0, 12, 53), (1, 7, 23), (2, 15, 30)] +``` + +## Demo +```{python} +#| echo: true +column_labels = "sample_id,speed,distance" +samples = [(0, 12, 53), (1, 7, 23), (2, 15, 30)] + +with open('out.csv', 'w') as f: + f.write(column_labels + '\n') + for sample in samples: + line = ','.join(map(str, sample)) + f.write(line + '\n') +``` + From 9d140106c4294dc9c19fa22a7237e727cd439300 Mon Sep 17 00:00:00 2001 From: IgorTatarnikov Date: Sun, 28 Sep 2025 20:11:59 +0100 Subject: [PATCH 42/44] Modules and packaging --- img/python-ecosystem.png | Bin 0 -> 399703 bytes index.qmd | 16 +- slides/modules_and_packages.qmd | 278 ++++++++++++++++++++++++++++++++ slides/virtual_environments.qmd | 7 + 4 files changed, 295 insertions(+), 6 deletions(-) create mode 100644 img/python-ecosystem.png create mode 100644 slides/modules_and_packages.qmd diff --git a/img/python-ecosystem.png b/img/python-ecosystem.png new file mode 100644 index 0000000000000000000000000000000000000000..e625d402716b23634a8da120b500216db869a45a GIT binary patch literal 399703 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