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CCP5SummerSchool
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materials for CCP5 summer school
Download README (.md)
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Download README
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README.md
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CCP5SummerSchool
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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)
