deploy: 158090f

Author: mmcky

_admonition/gpu.html

@@ -228,12 +228,21 @@
                         <h4>Changelog (<a href="https://github.com/QuantEcon/lecture-python-programming.myst/commits/main/lectures/_admonition/gpu.md">full history</a>)</h4>
                         <ul class="changelog-list">
 
+                            <li class="changelog-entry">
+                                
+                                <a href="https://github.com/QuantEcon/lecture-python-programming.myst/commit/158090f" class="changelog-hash">158090f</a>
+                                
+                                <span class="changelog-author">Matt McKay</span>
+                                <span class="changelog-time">8 minutes ago</span>
+                                <span class="changelog-message">Update GPU admonition to match jstac's text (#448)</span>
+                            </li>
+                            
                             <li class="changelog-entry">
 
                                 <a href="https://github.com/QuantEcon/lecture-python-programming.myst/commit/c4c03c8" class="changelog-hash">c4c03c8</a>
 
                                 <span class="changelog-author">Matt McKay</span>
-                                <span class="changelog-time">7 minutes ago</span>
+                                <span class="changelog-time">1 hour ago</span>
                                 <span class="changelog-message">Add centralized GPU admonition for JAX lectures (#447)</span>
                             </li>
 
@@ -251,7 +260,14 @@ <h4>Changelog (<a href="https://github.com/QuantEcon/lecture-python-programming.
 
   <div class="warning admonition">
 <p class="admonition-title">GPU</p>
-<p>This lecture is designed to run on a GPU. To use Google Colab’s free GPUs, click the play icon top right, select Colab, and set the runtime to include a GPU. For local GPU setup, see the <a class="reference external" href="https://github.com/google/jax">JAX installation guide</a>.</p>
+<p>This lecture was built using a machine with access to a GPU.</p>
+<p><a class="reference external" href="https://colab.research.google.com/">Google Colab</a> has a free tier with GPUs
+that you can access as follows:</p>
+<ol class="arabic simple">
+<li><p>Click on the “play” icon top right</p></li>
+<li><p>Select Colab</p></li>
+<li><p>Set the runtime environment to include a GPU</p></li>
+</ol>
 </div>
 
     <script type="text/x-thebe-config">

_notebooks/about_py.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "b3053a29",
+   "id": "9048d9eb",
    "metadata": {},
    "source": [
     "\n",
@@ -19,7 +19,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "13c10839",
+   "id": "2703b37a",
    "metadata": {},
    "source": [
     "# About These Lectures\n",
@@ -31,7 +31,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8e56ad76",
+   "id": "00fb9b51",
    "metadata": {},
    "source": [
     "## Overview\n",
@@ -55,7 +55,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c4b8f380",
+   "id": "606bebc4",
    "metadata": {},
    "source": [
     "### Can’t I Just Use LLMs?\n",
@@ -79,7 +79,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "faffd209",
+   "id": "2fdde7ac",
    "metadata": {},
    "source": [
     "### Isn’t MATLAB Better?\n",
@@ -102,7 +102,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d4ae20cf",
+   "id": "766a6ff1",
    "metadata": {},
    "source": [
     "## Introducing Python\n",
@@ -120,7 +120,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e381293e",
+   "id": "8ac9dfc5",
    "metadata": {},
    "source": [
     "### Common Uses\n",
@@ -152,7 +152,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "210e58ee",
+   "id": "6ccc319c",
    "metadata": {},
    "source": [
     "### Relative Popularity\n",
@@ -175,7 +175,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4246ddc3",
+   "id": "56770540",
    "metadata": {},
    "source": [
     "### Features\n",
@@ -193,7 +193,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d91b61cc",
+   "id": "c4ede9a8",
    "metadata": {},
    "source": [
     "### Syntax and Design\n",
@@ -211,7 +211,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bbefa921",
+   "id": "051620d4",
    "metadata": {
     "hide-output": false
    },
@@ -269,7 +269,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fc60637f",
+   "id": "e9298456",
    "metadata": {},
    "source": [
     "This Java code opens an imaginary file called `data.csv` and computes the mean\n",
@@ -283,7 +283,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "72237d88",
+   "id": "24607a86",
    "metadata": {
     "hide-output": false
    },
@@ -305,7 +305,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "44eb0e8c",
+   "id": "bd7bf4cb",
    "metadata": {},
    "source": [
     "### The AI Connection\n",
@@ -327,7 +327,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c09c23de",
+   "id": "78721a3a",
    "metadata": {},
    "source": [
     "## Scientific Programming with Python\n",
@@ -354,7 +354,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c7b9ccc1",
+   "id": "78c67544",
    "metadata": {},
    "source": [
     "### NumPy\n",
@@ -371,7 +371,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f582f9c7",
+   "id": "73b63853",
    "metadata": {
     "hide-output": false
    },
@@ -383,7 +383,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "431a378e",
+   "id": "20a37ea7",
    "metadata": {},
    "source": [
     "This array is very small so it’s fine to work with pure Python.\n",
@@ -401,7 +401,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c50a9b72",
+   "id": "45243cf2",
    "metadata": {
     "hide-output": false
    },
@@ -415,7 +415,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "26a882a0",
+   "id": "c97780ce",
    "metadata": {},
    "source": [
     "Now let’s transform this array by applying functions to it."
@@ -424,7 +424,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a35aee9c",
+   "id": "7dd111ae",
    "metadata": {
     "hide-output": false
    },
@@ -436,7 +436,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "be12cc03",
+   "id": "42905b46",
    "metadata": {},
    "source": [
     "Now we can easily take the inner product of `b` and `c`."
@@ -445,7 +445,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4c7ca39b",
+   "id": "cab645cb",
    "metadata": {
     "hide-output": false
    },
@@ -456,7 +456,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c1188dd0",
+   "id": "12ec180d",
    "metadata": {},
    "source": [
     "We can also do many other tasks, like\n",
@@ -471,7 +471,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a43ef855",
+   "id": "96caeba9",
    "metadata": {},
    "source": [
     "### NumPy Alternatives\n",
@@ -497,7 +497,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "af2f41a4",
+   "id": "0ac49e04",
    "metadata": {},
    "source": [
     "### SciPy\n",
@@ -512,7 +512,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d0838e7e",
+   "id": "70c05dd8",
    "metadata": {
     "hide-output": false
    },
@@ -528,7 +528,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3321678c",
+   "id": "38eae633",
    "metadata": {},
    "source": [
     "SciPy includes many of the standard routines used in\n",
@@ -548,7 +548,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ee1819b5",
+   "id": "24a56463",
    "metadata": {},
    "source": [
     "### Graphics\n",
@@ -594,7 +594,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bf380351",
+   "id": "6d45c67d",
    "metadata": {},
    "source": [
     "### Networks and Graphs\n",
@@ -628,7 +628,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "7969ad50",
+   "id": "987a55d1",
    "metadata": {
     "hide-output": false
    },
@@ -663,7 +663,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3e5ad0be",
+   "id": "d867ac96",
    "metadata": {},
    "source": [
     "### Other Scientific Libraries\n",
@@ -698,7 +698,7 @@
   }
  ],
  "metadata": {
-  "date": 1764540625.83234,
+  "date": 1764546466.6258578,
   "filename": "about_py.md",
   "kernelspec": {
    "display_name": "Python",