From 5b57cd646d5ea8630095a3704449faaf5de84a70 Mon Sep 17 00:00:00 2001
From: Marion <56403724+MarionBWeinzierl@users.noreply.github.com>
Date: Tue, 10 Mar 2026 09:54:31 +0000
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+
+# Reproducibility in Computing
+
+This repository contains documentation, resources, and code for the `` session
+designed and delivered by Jack Franklin and Marion Weinzierl of [ICCS](https://github.com/Cambridge-ICCS).
+All materials, including slides and videos, are available such that individuals can cover the
+course in their own time.
+
+A website for this workshop can be found at [\](https://iccs.cam.ac.uk/).
+
+
+## Contents
+
+- [Learning Objectives](#learning-objectives)
+- [Teaching material](#teaching-material)
+- [Preparation and prerequisites](#preparation-and-prerequisites)
+- [Installation and setup](#installation-and-setup)
+- [License information](#license)
+- [Contribution Guidelines and Support](#contribution-guidelines-and-support)
+
+
+## Learning Objectives
+
+The key learning objective from this workshop is to
+_Provide participants with \_.
+
+However, more specifically we will achieve this through to:
+
+* add more detailed objectives here,
+* list any specific tools and techniques to be used,
+* add any other sub-skills that will be covered,
+* state what the outcome of the exercises/lecture will be.
+
+With regards to specific content we cover:
+
+* optionally, consider adding specific takeaway skills here
+* for example, classification and regression with neural networks
+* for example, how to add and commit files to git
+
+## Teaching Material
+
+### Slides
+The slides for this workshop can be viewed here: [\](https://iccs.cam.ac.uk/)
+
+### Exercises
+The exercises for the course can be found in the [exercises](exercises/) directory.
+These take the form of \.
+
+### Worked Solutions
+Worked solutions for all of the exercises can be found in the [worked solutions](worked-solutions/) directory.
+These are for recapping after the course in case you missed anything, and contain example solutions.
+
+
+## Preparation and prerequisites
+
+### Prerequisites
+
+To get the most out of the session we assume a basic understanding in a few areas and
+for you to do some preparation in advance.
+This expected knowledge is outlined below, along with resources for reading if you
+are unfamiliar with any areas.
+
+- List here any key skills or knowledge that will be assumed of a user for the course,
+ - for example, basic calculus (integration and differentiation of a function) and matrix algebra
+- Provide resources where appropriate,
+ - for example, Basic Neural Networks - we recommend the
+ [video series by 3Blue1Brown](https://www.3blue1brown.com/topics/neural-networks), at least chapters 1-3.
+- Also include any programming expectations
+ - for example, the course will be taught in Python using [`numpy`](https://numpy.org/)
+ and [`pandas`](https://pandas.pydata.org/docs/getting_started/index.html).
+ - We assume users are familiar with the basics of Python. This includes:
+ - Basic mathematical operations
+ - Writing and running scripts/programs
+ - Writing and using functions
+- If users need to clone the repository from GitHub/Lab using git also note this.
+ The [ICCS Summer School](https://www.youtube.com/watch?v=ZrwzK4CnJ3Q) should provide the necessary knowledge.
+
+
+### Preparation
+
+List here anything that you expect participants to have on their computer in advance of the course in order to participate.
+For example:
+
+- A text editor - e.g. vim/[neovim](https://neovim.io/), [gedit](https://gedit.en.softonic.com/), [vscode](https://code.visualstudio.com/), [sublimetext](https://www.sublimetext.com/) etc. to open and edit code files
+- A terminal emulator - e.g. [GNOME Terminal](https://help.gnome.org/users/gnome-terminal/stable/), [wezterm](https://wezfurlong.org/wezterm/index.html), [Windows Terminal (windows only)](https://learn.microsoft.com/en-us/windows/terminal/), [iTerm (mac only)](https://iterm2.com/)
+- A Python 3 installation
+
+Remember that participants will have a mix of Unix and Windows systems, and these should be covered
+to ensure smooth delivery. Whilst Unix may be a presumed first choice, provide links to information
+for setup on Windows, for example
+[Windows' getting-started with python information](https://learn.microsoft.com/en-us/windows/python/beginners).
+
+If you require assistance or further information with any of these please reach out to
+us before the session.
+
+
+## Installation and setup
+
+Here you should include any instructions required for setup in preparation for the course.
+These may be followed during the sesison as a walkthrough, but you should provide clear
+instructions here for participants who take longer, needs additional help, or return to work
+in their own time.
+It is possible that many participants will not have done this in advance,
+which you should be prepared for, but having these clear instructions means
+that they can be pointed at this instead of holding up the session.
+
+Things to include are:
+
+- obtaining the code, for example instructions on how to clone the code locally:
+ ```
+ git clone https://github.com/Cambridge-ICCS/.git
+ ```
+ or fork the repository if this is required.
+- Setup of a computing environment if appropriate.
+ e.g. in Python:
+ ```
+ python3 -m venv my-workshop-venv
+ source my-workshop-venv/bin/activate
+ deactivate
+ ```
+- Installation of any dependencies
+ - Provide links and instructions
+ - If using Python, Julia, R etc. package these or use a `requirements.txt` file
+- getting started instructions
+ - instructions on how to get started with the first exercises of the workshop.
+ for example, loading the first jupyter notebook, or building andnrunning the first exercise
+
+Note that you might consider providing a [Google Colab](https://colab.research.google.com/)
+or binder implementation that can be run online in case participants have issues using the
+code on their local machine. Instructions for this approach should also be provided.
+
+
+## License
+
+The code materials in this project are licensed under the [MIT License](LICENSE).
+
+
+## Contribution Guidelines and Support
+
+If you spot an issue with the materials please let us know by
+[opening an issue](https://github.com/Cambridge-ICCS//issues)
+here on GitHub clearly describing the problem.
+
+If you are able to fix an issue that you spot, or an
+[existing open issue](https://github.com/Cambridge-ICCS//issues)
+please get in touch by commenting on the issue thread.
+
+Contributions from the community are welcome.
+To contribute back to the repository please first
+[fork it](https://github.com/Cambridge-ICCS//fork),
+make the necessary changes to fix the problem, and then open a pull request back to
+this repository clearly describing the changes you have made.
+We will then preform a review and merge once ready.
+
+If you would like support using these materials, adapting them to your needs, or
+delivering them please get in touch either via GitHub or via
+[ICCS](https://github.com/Cambridge-ICCS).