CCP5SummerSchool

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CCP5SummerSchool

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materials for CCP5 summer school

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# Overview

Welcome to the CCP5 Summer School!

# Statistical mechanics

## Slides
- [Statistical Mechanics 1](https://mjksill.github.io/CCP5SummerSchool/slides/statmech1_notes.html)
- [Statistical Mechanics 2](https://mjksill.github.io/CCP5SummerSchool/slides/statmech2_notes.html)

## Worksheet

- [problem sheet](https://mjksill.github.io/CCP5SummerSchool/tutorials/tutorial.pdf)  [(model solution)](https://mjksill.github.io/CCP5SummerSchool/tutorials/tutorial-soln.pdf)

# Jupyter notebooks

## Tutorials:

- [Introduction to Python](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-introduction.ipynb)
- [Python as a calculator](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-calculator.ipynb)
- [Python as an advanced calculator](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-variables.ipynb)
- [Lists in Python](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-lists.ipynb)
- [Dictionaries in Python](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-dictionaries.ipynb)
- [Importing libraries & Numpy](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-numpy.ipynb)
- [Plotting with Python](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-plotting.ipynb)
- [Conditionals](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-conditionals.ipynb)
- [Functions in Python](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-functions.ipynb)
- [Symbolic algebra](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-sympy.ipynb)
- [Numerically solving algebraic equations](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-solver.ipynb)
- [Error handling](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-exceptions.ipynb)
- [File I/O](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-fileio.ipynb)
- [Introduction to Pandas and data frames](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-pandas1.ipynb)
- [Working with Pandas data frames](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-pandas2.ipynb)
- [Importing data into Pandas directly from websites](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-pandas3.ipynb)
- [Filtering and exploring data with Pandas](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-pandas4.ipynb)

## Exercises:

- [Gas-water shift reaction](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-gws.ipynb)  [(model solution)](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/solutions/CCP5-gws-soln.ipynb)
- [Molecular dynamics](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/CCP5-md.ipynb)  [(model solution)](https://colab.research.google.com/github/mjksill/CCP5SummerSchool/blob/master/notebooks/solutions/CCP5-md-soln.ipynb)

## Extras:

- [Example: Stock/Data analysis using Pandas](https://colab.research.google.com/github/toastedcrumpets/CCP5_Python_examples/blob/master/05-%20Example%2C%20Stock%20analysis%20using%20pandas.ipynb)
- [Appendix: Snippets of Python code (request anything you like!)](https://colab.research.google.com/github/toastedcrumpets/CCP5_Python_examples/blob/master/Appendix-A-Snippets.ipynb)
- [Appendix: Monte Carlo calculation of PI with animation](https://colab.research.google.com/github/toastedcrumpets/CCP5_Python_examples/blob/master/Appendix-B-%20Monte%20Carlo%20class%20examples.ipynb)
- [Dall-E notebooks for image generation](https://alpha2phi.medium.com/generate-image-from-text-c84daaddd75b)
- [Music generation from facebook](https://huggingface.co/spaces/facebook/MusicGen) (see the repo for the Colab links)

CCP5SummerSchool

CCP5SummerSchool Latest Version Download

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