{ "cells": [ { "cell_type": "markdown", "id": "5ac56056-ca33-4f13-8e36-564b94144c1e", "metadata": { "tags": [] }, "source": [ "

Markov Chain Monte Carlo for fun and profit

\n", "

๐ŸŽฒ โ›“๏ธ ๐Ÿ‘‰ ๐Ÿงช

" ] }, { "cell_type": "code", "execution_count": 1, "id": "eb5d773e-4cc0-48ae-bb71-7ece7ab5f936", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from numba import jit\n", "\n", "# This loads some custom styles for matplotlib\n", "import json, matplotlib\n", "\n", "with open(\"../_static/matplotlibrc.json\") as f:\n", " matplotlib.rcParams.update(json.load(f))\n", "\n", "np.random.seed(\n", " 42\n", ") # This makes our random numbers reproducible when the notebook is rerun in order" ] }, { "cell_type": "markdown", "id": "fd49fb0b-71b6-492f-9f46-082ad3bc3905", "metadata": {}, "source": [ "# Producing Research Outputs\n", "\n", "So now that we have the ability to simulate our system let's do a little exploration. First let's take three temperatures. For each we'll do `10` runs and see how the systems evolve. I'll also tack on a little histogram at the right-hand side showing where the systems spent their time." ] }, { "cell_type": "code", "execution_count": 2, "id": "e26963ee-dd2b-47d3-b088-4e1068fac6b0", "metadata": {}, "outputs": [], "source": [ "from MCFF.mcmc import mcmc_generator\n", "\n", "### The measurement we will make ###\n", "def average_color(state):\n", " return np.mean(state)\n", "\n", "\n", "### Simulation Inputs ###\n", "N = 20 # Use an NxN system\n", "Ts = [10, 4.5, 3] # What temperatures to use\n", "steps = 200 # How many times to sample the state\n", "stepsize = N**2 # How many individual monte carlo flips to do in between each sample\n", "N_repeats = 10 # How many times to repeat each run at fixed temperature\n", "initial_state = np.ones(shape=(N, N)) # the initial state to use\n", "flips = (\n", " np.arange(steps) * stepsize\n", ") # Use this to plot the data in terms of individual flip attemps\n", "\n", "### Simulation Code ###\n", "average_color_data = np.array(\n", " [\n", " [\n", " [\n", " average_color(s)\n", " for s in mcmc_generator(\n", " initial_state, steps=steps, stepsize=stepsize, T=T\n", " )\n", " ]\n", " for _ in range(N_repeats)\n", " ]\n", " for T in Ts\n", " ]\n", ")" ] }, { "cell_type": "code", "execution_count": 3, "id": "ce10544d-85fe-49ee-8b4a-63ffd4982ed2", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# It's always good to separate you plotting from your data generation\n", "from itertools import count\n", "\n", "fig, axes = plt.subplots(\n", " figsize=(15, 7),\n", " nrows=3,\n", " ncols=2,\n", " sharey=\"row\",\n", " sharex=\"col\",\n", " gridspec_kw=dict(hspace=0, wspace=0, width_ratios=(4, 1)),\n", ")\n", "\n", "for i, ax, hist_ax in zip(count(), axes[:, 0], axes[:, 1]):\n", " c = average_color_data[i]\n", " indiv_line, *_ = ax.plot(flips, c.T, alpha=0.4, color=\"k\", linewidth=0.9)\n", " (mean_line,) = ax.plot(flips, np.mean(c, axis=0))\n", " hist_ax.hist(c.flatten(), orientation=\"horizontal\", label=f\"T = {Ts[i]}\")\n", "\n", "axes[-1, 0].set(xlabel=f\"Monte Carlo Flip Attempts\")\n", "axes[-1, 1].set(xlabel=\"Probability Density\")\n", "axes[1, 0].set(ylabel=r\"Average Color $\\langle c \\rangle$\")\n", "axes[-1, 0].legend([mean_line, indiv_line], [\"Mean\", \"Individual walker\"])\n", "for ax in axes[:, 1]:\n", " ax.legend(loc=4)" ] }, { "cell_type": "markdown", "id": "bf1877e6-28c5-46a2-8927-9a90886a0498", "metadata": {}, "source": [ "There are a few key takeaways about MCMC in this plot:\n", "\n", "- It takes a while for MCMC to 'settle in', you can see that for T = 10 the natural state is somewhere around c = 0, which takes about 2000 steps to reach from the initial state with c = 1. In general when doing MCMC we want to throw away some values at the beginning because they're affected too much by the initial state.\n", "- At High and Low temperatures we basically just get small fluctuations around an average value\n", "- At intermediate temperatures the fluctuations occur on much longer time scales! Because the systems can only move a little each timestep, it means that the measurements we are making are *correlated* with themselves at previous times. The result of this is that if we use MCMC to draw N samples, we don't get as much information as if we had drawn samples from an uncorrelated variable (like a die roll for instance)." ] }, { "cell_type": "code", "execution_count": 4, "id": "050b8037-9f05-4779-8c9e-f08f915d1e88", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Author: Thomas Hodson\n", "\n", "Github username: T_Hodson\n", "\n", "Last updated: Mon Jul 18 2022\n", "\n", "Python implementation: CPython\n", "Python version : 3.9.12\n", "IPython version : 8.4.0\n", "\n", "Git hash: 03657e08835fdf23a808f59baa6c6a9ad684ee55\n", "\n", "Git repo: https://github.com/ImperialCollegeLondon/ReCoDE_MCMCFF.git\n", "\n", "Git branch: main\n", "\n", "json : 2.0.9\n", "numpy : 1.21.5\n", "matplotlib: 3.5.1\n", "\n", "Watermark: 2.3.1\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -n -u -v -iv -w -g -r -b -a \"Thomas Hodson\" -gu \"T_Hodson\"" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:recode]", "language": "python", "name": "conda-env-recode-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" } }, "nbformat": 4, "nbformat_minor": 5 }