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AllenDowney · Aug 1, 2024 · 798fe48 · 798fe48
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diff --git a/.buildinfo b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 52f0440ab4b3ebecfc5661feed45b585
+config: 59b0f88ca61bc24b5f8ba7b1f1fdef59
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/_images/486e96070239c9da1c541e411a0f6ed73fddb0b8c945bb8ce924ee14508afe34.png b/_images/486e96070239c9da1c541e411a0f6ed73fddb0b8c945bb8ce924ee14508afe34.png
diff --git a/_images/66c32670550c97ae342c2fe6b849a84bcbeccad79694d59a887f1fe5212b264a.png b/_images/66c32670550c97ae342c2fe6b849a84bcbeccad79694d59a887f1fe5212b264a.png
diff --git a/_images/68c0d63b8a2106de804d3e4d3d522252f8e6b2866396e40d7be8d080d49d683e.png b/_images/68c0d63b8a2106de804d3e4d3d522252f8e6b2866396e40d7be8d080d49d683e.png
diff --git a/_images/6c39a2fbb48f850337cb779d73e191d18f92ed6b6ce6e6711c212cc88f50769c.png b/_images/6c39a2fbb48f850337cb779d73e191d18f92ed6b6ce6e6711c212cc88f50769c.png
diff --git a/_images/9f3e1c1b1c08ecc64880d3c80264e704a937c1238b7ed05ca3a3ff41b3d0ecbd.png b/_images/9f3e1c1b1c08ecc64880d3c80264e704a937c1238b7ed05ca3a3ff41b3d0ecbd.png
diff --git a/_images/c79acb97951ff7626ec20287c2fc94b6c953b52a8141a4b6ee9bc94de6997fcf.png b/_images/c79acb97951ff7626ec20287c2fc94b6c953b52a8141a4b6ee9bc94de6997fcf.png
diff --git a/_images/e3e8eba38a42d6659f31b50658c86a3463211f2c47c3493e577d0c0465f4d948.png b/_images/e3e8eba38a42d6659f31b50658c86a3463211f2c47c3493e577d0c0465f4d948.png
diff --git a/_sources/chap01.ipynb b/_sources/chap01.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "affecting-malta",
@@ -2029,7 +2037,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.16"
+   "version": "3.10.13"
   }
  },
  "nbformat": 4,

diff --git a/_sources/chap02.ipynb b/_sources/chap02.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "victorian-latitude",
@@ -1716,7 +1724,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.13"
   }
  },
  "nbformat": 4,

diff --git a/_sources/chap03.ipynb b/_sources/chap03.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "signal-format",

diff --git a/_sources/chap04.ipynb b/_sources/chap04.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "existing-guidance",

diff --git a/_sources/chap05.ipynb b/_sources/chap05.ipynb
diff --git a/_sources/chap06.ipynb b/_sources/chap06.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "creative-motel",

diff --git a/_sources/chap07.ipynb b/_sources/chap07.ipynb
diff --git a/_sources/chap08.ipynb b/_sources/chap08.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "external-reward",
@@ -1216,7 +1224,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.13"
   }
  },
  "nbformat": 4,

diff --git a/_sources/chap09.ipynb b/_sources/chap09.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "asian-customer",
@@ -1200,7 +1208,7 @@
     ]
    },
    "source": [
-    "If you use SymPy to compute and expression, and then want to evaluate that expression in Python, SumPy provides a function called `pycode` that generates Python code:"
+    "If you use SymPy to compute an expression, and then want to evaluate that expression in Python, SymPy provides a function called `pycode` that generates Python code:"
    ]
   },
   {
@@ -1530,7 +1538,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.13"
   }
  },
  "nbformat": 4,

diff --git a/_sources/chap10.ipynb b/_sources/chap10.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "dense-storm",
@@ -613,6 +621,7 @@
     "\n",
     "![One queue, one server (left), one queue, two servers (middle), two\n",
     "queues, two servers (right).](https://github.com/AllenDowney/ModSim/raw/main/figs/queue.png)\n",
+    "\n",
     "*One queue, one server (left), one queue, two servers (middle), two\n",
     "queues, two servers (right).*\n",
     "\n",
@@ -709,7 +718,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.8.16"
   }
  },
  "nbformat": 4,

diff --git a/_sources/chap11.ipynb b/_sources/chap11.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "pressing-munich",
@@ -179,9 +187,7 @@
     "\n",
     "-   The number of recoveries we expect per day is $\\gamma i N$; dividing by $N$ yields the fraction of the population that recovers in a day, which is $\\gamma i$.\n",
     "\n",
-    "-   The number of new infections we expect per day is $\\beta s i N$;\n",
-    "    dividing by $N$ yields the fraction of the population that gets\n",
-    "    infected in a day, which is $\\beta s i$.\n",
+    "-   The number of new infections we expect per day is $\\beta s i N$; dividing by $N$ yields the fraction of the population that gets infected in a day, which is $\\beta s i$.\n",
     "\n",
     "The KM model assumes that the population is closed; that is, no one\n",
     "arrives or departs, so the size of the population, $N$, is constant."
@@ -1274,7 +1280,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.8.16"
   }
  },
  "nbformat": 4,

diff --git a/_sources/chap12.ipynb b/_sources/chap12.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "combined-semiconductor",

diff --git a/_sources/chap13.ipynb b/_sources/chap13.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "colonial-jacob",

diff --git a/_sources/chap14.ipynb b/_sources/chap14.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "infrared-shower",

diff --git a/_sources/chap15.ipynb b/_sources/chap15.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "romantic-speech",

diff --git a/_sources/chap16.ipynb b/_sources/chap16.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "medieval-johnston",

diff --git a/_sources/chap17.ipynb b/_sources/chap17.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "interracial-guitar",

diff --git a/_sources/chap18.ipynb b/_sources/chap18.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "electric-netherlands",

diff --git a/_sources/chap19.ipynb b/_sources/chap19.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "mighty-israeli",

diff --git a/_sources/chap20.ipynb b/_sources/chap20.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "funded-utilization",

diff --git a/_sources/chap21.ipynb b/_sources/chap21.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "excited-advance",

diff --git a/_sources/chap22.ipynb b/_sources/chap22.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "collaborative-people",

diff --git a/_sources/chap23.ipynb b/_sources/chap23.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "foreign-pepper",

diff --git a/_sources/chap24.ipynb b/_sources/chap24.ipynb
@@ -1,5 +1,13 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "a8b892c8",
+   "metadata": {},
+   "source": [
+    "Printed and electronic copies of *Modeling and Simulation in Python* are available from [No Starch Press](https://nostarch.com/modeling-and-simulation-python) and [Bookshop.org](https://bookshop.org/p/books/modeling-and-simulation-in-python-allen-b-downey/17836697?ean=9781718502161) and [Amazon](https://amzn.to/3y9UxNb)."
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "august-parks",