From dc4fb733d78c19bedfa60176e74d9616acc5c7b4 Mon Sep 17 00:00:00 2001
From: Jonathan Taylor <jonathan.taylor@stanford.edu>
Date: Tue, 22 Aug 2023 00:17:08 -0700
Subject: [PATCH] stripped execution data

---
 Ch02-statlearn-lab.ipynb      | 798 +++++-----------------------------
 Ch03-linreg-lab.ipynb         | 252 ++---------
 Ch04-classification-lab.ipynb | 553 ++++-------------------
 Ch05-resample-lab.ipynb       | 182 ++------
 Ch06-varselect-lab.ipynb      | 399 +++--------------
 Ch07-nonlin-lab.ipynb         | 343 +++------------
 Ch08-baggboost-lab.ipynb      | 245 ++---------
 Ch09-svm-lab.ipynb            | 238 ++--------
 Ch10-deeplearning-lab.ipynb   | 791 +++++----------------------------
 Ch11-surv-lab.ipynb           | 245 ++---------
 Ch12-unsup-lab.ipynb          | 406 +++--------------
 Ch13-multiple-lab.ipynb       | 217 ++-------
 12 files changed, 667 insertions(+), 4002 deletions(-)

diff --git a/Ch02-statlearn-lab.ipynb b/Ch02-statlearn-lab.ipynb
index 9f202fe..e3cf777 100644
--- a/Ch02-statlearn-lab.ipynb
+++ b/Ch02-statlearn-lab.ipynb
@@ -101,12 +101,7 @@
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-     "shell.execute_reply": "2023-08-22T06:59:05.524661Z"
-    }
+    "execution": {}
    },
    "outputs": [
     {
@@ -134,12 +129,7 @@
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    "outputs": [],
    "source": [
@@ -159,12 +149,7 @@
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     {
@@ -199,12 +184,7 @@
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@@ -248,12 +228,7 @@
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@@ -289,12 +264,7 @@
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@@ -363,12 +333,7 @@
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@@ -399,12 +364,7 @@
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@@ -438,12 +398,7 @@
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@@ -485,12 +440,7 @@
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@@ -536,12 +486,7 @@
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@@ -844,12 +754,7 @@
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@@ -1712,12 +1522,7 @@
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@@ -3002,12 +2667,7 @@
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@@ -3126,12 +2776,7 @@
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@@ -3574,12 +3199,7 @@
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@@ -7370,12 +6890,7 @@
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@@ -7414,12 +6929,7 @@
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@@ -7466,12 +6976,7 @@
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@@ -7765,12 +7250,7 @@
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@@ -7805,12 +7285,7 @@
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@@ -7836,12 +7311,7 @@
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@@ -7884,12 +7354,7 @@
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@@ -7923,12 +7388,7 @@
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@@ -7960,12 +7420,7 @@
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@@ -7998,12 +7453,7 @@
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@@ -8040,12 +7490,7 @@
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@@ -8078,12 +7523,7 @@
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@@ -8117,12 +7557,7 @@
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@@ -8230,12 +7665,7 @@
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diff --git a/Ch03-linreg-lab.ipynb b/Ch03-linreg-lab.ipynb
index 78a516a..4d38fa6 100644
--- a/Ch03-linreg-lab.ipynb
+++ b/Ch03-linreg-lab.ipynb
@@ -26,12 +26,7 @@
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@@ -1470,12 +1365,7 @@
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@@ -1582,12 +1467,7 @@
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@@ -2152,12 +2012,7 @@
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@@ -2284,12 +2139,7 @@
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@@ -2317,12 +2167,7 @@
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@@ -2425,12 +2270,7 @@
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@@ -2543,12 +2383,7 @@
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@@ -2653,12 +2488,7 @@
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@@ -2719,12 +2549,7 @@
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@@ -2770,12 +2595,7 @@
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diff --git a/Ch04-classification-lab.ipynb b/Ch04-classification-lab.ipynb
index eaa27c9..a4d5e34 100644
--- a/Ch04-classification-lab.ipynb
+++ b/Ch04-classification-lab.ipynb
@@ -45,12 +45,7 @@
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@@ -76,12 +71,7 @@
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@@ -111,12 +101,7 @@
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@@ -331,12 +316,7 @@
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@@ -375,12 +355,7 @@
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@@ -556,12 +531,7 @@
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@@ -603,12 +573,7 @@
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@@ -743,12 +708,7 @@
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@@ -788,12 +748,7 @@
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     {
@@ -839,12 +794,7 @@
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@@ -883,12 +833,7 @@
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@@ -916,12 +861,7 @@
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@@ -1134,12 +1064,7 @@
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@@ -1171,12 +1096,7 @@
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@@ -1285,12 +1200,7 @@
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@@ -1706,12 +1581,7 @@
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@@ -1808,12 +1668,7 @@
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@@ -1895,12 +1750,7 @@
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@@ -1939,12 +1789,7 @@
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@@ -1985,12 +1830,7 @@
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@@ -2090,12 +1925,7 @@
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@@ -2129,12 +1959,7 @@
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@@ -2171,12 +1996,7 @@
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@@ -2256,12 +2076,7 @@
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@@ -2312,12 +2127,7 @@
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@@ -2353,12 +2163,7 @@
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@@ -2390,12 +2195,7 @@
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@@ -2429,12 +2229,7 @@
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@@ -2466,12 +2261,7 @@
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@@ -4638,12 +4288,7 @@
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@@ -4687,12 +4332,7 @@
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@@ -4744,12 +4384,7 @@
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@@ -4815,12 +4445,7 @@
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@@ -4861,12 +4486,7 @@
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@@ -4886,12 +4506,7 @@
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@@ -4920,12 +4535,7 @@
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@@ -4977,12 +4587,7 @@
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     {
diff --git a/Ch05-resample-lab.ipynb b/Ch05-resample-lab.ipynb
index 2314c64..4edfa41 100644
--- a/Ch05-resample-lab.ipynb
+++ b/Ch05-resample-lab.ipynb
@@ -28,12 +28,7 @@
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@@ -60,12 +55,7 @@
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@@ -249,12 +219,7 @@
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@@ -652,12 +587,7 @@
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@@ -887,12 +797,7 @@
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diff --git a/Ch06-varselect-lab.ipynb b/Ch06-varselect-lab.ipynb
index 94ddd1b..4bf0246 100644
--- a/Ch06-varselect-lab.ipynb
+++ b/Ch06-varselect-lab.ipynb
@@ -25,12 +25,7 @@
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@@ -60,12 +55,7 @@
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@@ -124,12 +114,7 @@
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@@ -163,12 +148,7 @@
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@@ -204,12 +184,7 @@
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@@ -236,12 +211,7 @@
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@@ -264,12 +234,7 @@
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@@ -302,12 +267,7 @@
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@@ -333,12 +293,7 @@
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@@ -390,12 +345,7 @@
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@@ -456,12 +406,7 @@
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@@ -484,12 +429,7 @@
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@@ -529,12 +469,7 @@
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@@ -598,12 +533,7 @@
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@@ -652,12 +582,7 @@
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@@ -694,12 +619,7 @@
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@@ -740,12 +660,7 @@
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@@ -774,12 +689,7 @@
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@@ -827,12 +737,7 @@
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@@ -856,12 +761,7 @@
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@@ -976,12 +871,7 @@
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@@ -1865,12 +1750,7 @@
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@@ -1967,12 +1842,7 @@
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@@ -6862,12 +6677,7 @@
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@@ -9176,12 +8956,7 @@
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@@ -9219,12 +8994,7 @@
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@@ -9255,12 +9025,7 @@
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@@ -9372,12 +9132,7 @@
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@@ -9416,12 +9171,7 @@
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@@ -9459,12 +9209,7 @@
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@@ -9519,12 +9264,7 @@
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@@ -9574,12 +9314,7 @@
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@@ -9620,12 +9355,7 @@
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     {
diff --git a/Ch07-nonlin-lab.ipynb b/Ch07-nonlin-lab.ipynb
index 347036d..397b203 100644
--- a/Ch07-nonlin-lab.ipynb
+++ b/Ch07-nonlin-lab.ipynb
@@ -20,12 +20,7 @@
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diff --git a/Ch08-baggboost-lab.ipynb b/Ch08-baggboost-lab.ipynb
index b378a78..bb098cf 100644
--- a/Ch08-baggboost-lab.ipynb
+++ b/Ch08-baggboost-lab.ipynb
@@ -25,12 +25,7 @@
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@@ -877,12 +782,7 @@
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@@ -966,12 +861,7 @@
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@@ -1219,12 +1089,7 @@
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@@ -1262,12 +1127,7 @@
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@@ -1420,12 +1280,7 @@
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@@ -1706,12 +1536,7 @@
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diff --git a/Ch09-svm-lab.ipynb b/Ch09-svm-lab.ipynb
index 3b96de8..c496134 100644
--- a/Ch09-svm-lab.ipynb
+++ b/Ch09-svm-lab.ipynb
@@ -27,12 +27,7 @@
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@@ -57,12 +52,7 @@
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@@ -85,12 +75,7 @@
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@@ -125,12 +110,7 @@
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@@ -170,12 +150,7 @@
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@@ -214,12 +189,7 @@
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@@ -259,12 +229,7 @@
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@@ -461,12 +406,7 @@
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@@ -639,12 +574,7 @@
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@@ -677,12 +607,7 @@
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@@ -764,12 +689,7 @@
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@@ -809,12 +729,7 @@
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@@ -896,12 +811,7 @@
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@@ -949,12 +859,7 @@
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@@ -977,12 +882,7 @@
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@@ -1030,12 +930,7 @@
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@@ -1078,12 +973,7 @@
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@@ -1122,12 +1012,7 @@
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@@ -1166,12 +1051,7 @@
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@@ -1214,12 +1094,7 @@
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@@ -1348,12 +1223,7 @@
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@@ -1393,12 +1263,7 @@
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@@ -1442,12 +1307,7 @@
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@@ -1473,12 +1333,7 @@
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@@ -1528,12 +1383,7 @@
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diff --git a/Ch10-deeplearning-lab.ipynb b/Ch10-deeplearning-lab.ipynb
index 4c5a709..32d85fc 100644
--- a/Ch10-deeplearning-lab.ipynb
+++ b/Ch10-deeplearning-lab.ipynb
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@@ -5395,12 +5085,7 @@
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@@ -5625,12 +5310,7 @@
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@@ -5869,12 +5544,7 @@
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@@ -5895,12 +5565,7 @@
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@@ -5927,12 +5592,7 @@
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@@ -5999,12 +5659,7 @@
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@@ -6049,12 +5704,7 @@
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@@ -6100,12 +5750,7 @@
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@@ -6141,12 +5786,7 @@
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@@ -6174,12 +5814,7 @@
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@@ -6217,12 +5852,7 @@
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diff --git a/Ch11-surv-lab.ipynb b/Ch11-surv-lab.ipynb
index afc93f4..70c27d5 100644
--- a/Ch11-surv-lab.ipynb
+++ b/Ch11-surv-lab.ipynb
@@ -33,12 +33,7 @@
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@@ -63,12 +58,7 @@
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@@ -96,12 +86,7 @@
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     {
@@ -134,12 +119,7 @@
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@@ -165,12 +145,7 @@
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@@ -198,12 +173,7 @@
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@@ -254,12 +224,7 @@
    "execution_count": 7,
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@@ -320,12 +285,7 @@
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     {
@@ -365,12 +325,7 @@
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@@ -478,12 +433,7 @@
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     {
@@ -571,12 +521,7 @@
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     {
@@ -677,12 +622,7 @@
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     {
@@ -825,12 +765,7 @@
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@@ -858,12 +793,7 @@
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     {
@@ -986,12 +916,7 @@
    "execution_count": 15,
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    "metadata": {
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     {
@@ -1128,12 +1053,7 @@
    "execution_count": 16,
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@@ -1289,12 +1209,7 @@
    "execution_count": 17,
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@@ -1332,12 +1247,7 @@
    "execution_count": 18,
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     {
@@ -1377,12 +1287,7 @@
    "execution_count": 19,
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@@ -1466,12 +1371,7 @@
    "execution_count": 20,
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     {
@@ -1610,12 +1510,7 @@
    "execution_count": 21,
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@@ -1648,12 +1543,7 @@
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@@ -1680,12 +1570,7 @@
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@@ -1792,12 +1677,7 @@
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@@ -1839,12 +1719,7 @@
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@@ -1870,12 +1745,7 @@
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@@ -1899,12 +1769,7 @@
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@@ -2007,12 +1872,7 @@
    "execution_count": 28,
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     {
@@ -2043,12 +1903,7 @@
    "execution_count": 29,
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     {
@@ -2095,12 +1950,7 @@
    "execution_count": 30,
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     {
@@ -2151,12 +2001,7 @@
    "execution_count": 31,
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@@ -2258,12 +2103,7 @@
    "execution_count": 32,
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@@ -2368,12 +2208,7 @@
    "execution_count": 33,
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@@ -2473,12 +2308,7 @@
    "execution_count": 34,
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@@ -2581,12 +2411,7 @@
    "execution_count": 35,
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diff --git a/Ch12-unsup-lab.ipynb b/Ch12-unsup-lab.ipynb
index d9a9a1e..db5293d 100644
--- a/Ch12-unsup-lab.ipynb
+++ b/Ch12-unsup-lab.ipynb
@@ -21,12 +21,7 @@
    "execution_count": 1,
    "id": "6d5ba583",
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@@ -54,12 +49,7 @@
    "execution_count": 2,
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+    "execution": {}
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@@ -91,12 +81,7 @@
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+    "execution": {}
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     {
@@ -558,12 +543,7 @@
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@@ -594,12 +574,7 @@
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@@ -637,12 +612,7 @@
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@@ -691,12 +661,7 @@
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@@ -721,12 +686,7 @@
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@@ -750,12 +710,7 @@
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@@ -791,12 +746,7 @@
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@@ -828,12 +778,7 @@
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@@ -857,12 +802,7 @@
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@@ -950,12 +885,7 @@
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@@ -997,12 +927,7 @@
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@@ -1150,12 +1060,7 @@
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@@ -1198,12 +1103,7 @@
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@@ -1535,12 +1395,7 @@
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@@ -1688,12 +1533,7 @@
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@@ -1745,12 +1580,7 @@
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@@ -1787,12 +1617,7 @@
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@@ -1834,12 +1659,7 @@
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@@ -1956,12 +1771,7 @@
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@@ -2003,12 +1813,7 @@
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@@ -2036,12 +1841,7 @@
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@@ -2141,12 +1936,7 @@
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-     "shell.execute_reply": "2023-08-22T07:01:02.764674Z"
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+    "execution": {}
    },
    "outputs": [
     {
@@ -2225,12 +2010,7 @@
    "execution_count": 44,
    "id": "49c6db0c",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-08-22T07:01:02.767317Z",
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+    "execution": {}
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     {
@@ -2311,12 +2091,7 @@
    "execution_count": 45,
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     {
@@ -2366,12 +2141,7 @@
    "execution_count": 46,
    "id": "51761ef3",
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     "lines_to_next_cell": 2
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@@ -2418,12 +2188,7 @@
    "execution_count": 47,
    "id": "3dbe7baf",
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    "source": [
@@ -2451,12 +2216,7 @@
    "execution_count": 48,
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    "metadata": {
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@@ -2488,12 +2248,7 @@
    "execution_count": 49,
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@@ -2544,12 +2299,7 @@
    "execution_count": 50,
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@@ -2576,12 +2326,7 @@
    "execution_count": 51,
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@@ -2646,12 +2391,7 @@
    "execution_count": 52,
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@@ -2719,12 +2459,7 @@
    "execution_count": 53,
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@@ -2757,12 +2492,7 @@
    "execution_count": 54,
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@@ -2810,12 +2540,7 @@
    "execution_count": 55,
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     "lines_to_next_cell": 2
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@@ -3004,12 +2729,7 @@
    "execution_count": 56,
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     {
@@ -3053,12 +2773,7 @@
    "execution_count": 57,
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     {
@@ -3178,12 +2893,7 @@
    "execution_count": 58,
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diff --git a/Ch13-multiple-lab.ipynb b/Ch13-multiple-lab.ipynb
index 0e8886d..9ed586b 100644
--- a/Ch13-multiple-lab.ipynb
+++ b/Ch13-multiple-lab.ipynb
@@ -25,12 +25,7 @@
    "execution_count": 1,
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    "source": [
@@ -55,12 +50,7 @@
    "execution_count": 2,
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@@ -94,12 +84,7 @@
    "execution_count": 3,
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    "source": [
@@ -124,12 +109,7 @@
    "execution_count": 4,
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     {
@@ -171,12 +151,7 @@
    "execution_count": 5,
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@@ -207,12 +182,7 @@
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@@ -308,12 +278,7 @@
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@@ -420,12 +385,7 @@
    "execution_count": 8,
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+    "execution": {}
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     {
@@ -476,12 +436,7 @@
    "execution_count": 9,
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     {
@@ -544,12 +499,7 @@
    "execution_count": 10,
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@@ -583,12 +533,7 @@
    "execution_count": 11,
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     {
@@ -625,12 +570,7 @@
    "execution_count": 12,
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@@ -665,12 +605,7 @@
    "execution_count": 13,
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@@ -709,12 +644,7 @@
    "execution_count": 14,
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     {
@@ -761,12 +691,7 @@
    "execution_count": 15,
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    "metadata": {
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@@ -821,12 +746,7 @@
    "execution_count": 16,
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     {
@@ -862,12 +782,7 @@
    "execution_count": 17,
    "id": "2c88ec87",
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    "source": [
@@ -891,12 +806,7 @@
    "execution_count": 18,
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     {
@@ -936,12 +846,7 @@
    "execution_count": 19,
    "id": "b00da3a1",
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@@ -980,12 +885,7 @@
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@@ -1030,12 +930,7 @@
    "execution_count": 21,
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@@ -1064,12 +959,7 @@
    "execution_count": 22,
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@@ -1114,12 +1004,7 @@
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@@ -1165,12 +1050,7 @@
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-     "iopub.status.busy": "2023-08-22T07:01:12.846384Z",
-     "iopub.status.idle": "2023-08-22T07:01:12.849714Z",
-     "shell.execute_reply": "2023-08-22T07:01:12.849454Z"
-    },
+    "execution": {},
     "lines_to_next_cell": 2
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    "outputs": [
@@ -1218,12 +1098,7 @@
    "execution_count": 25,
    "id": "f73f4c6d",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-08-22T07:01:12.851134Z",
-     "iopub.status.busy": "2023-08-22T07:01:12.851053Z",
-     "iopub.status.idle": "2023-08-22T07:01:14.848052Z",
-     "shell.execute_reply": "2023-08-22T07:01:14.847788Z"
-    },
+    "execution": {},
     "lines_to_next_cell": 2
    },
    "outputs": [
@@ -1269,12 +1144,7 @@
    "execution_count": 26,
    "id": "062daf19",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-08-22T07:01:14.849560Z",
-     "iopub.status.busy": "2023-08-22T07:01:14.849477Z",
-     "iopub.status.idle": "2023-08-22T07:01:14.990286Z",
-     "shell.execute_reply": "2023-08-22T07:01:14.989980Z"
-    },
+    "execution": {},
     "lines_to_next_cell": 0
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    "outputs": [
@@ -1329,12 +1199,7 @@
    "execution_count": 27,
    "id": "6d14fcad",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-08-22T07:01:14.992440Z",
-     "iopub.status.busy": "2023-08-22T07:01:14.992326Z",
-     "iopub.status.idle": "2023-08-22T07:04:36.802040Z",
-     "shell.execute_reply": "2023-08-22T07:04:36.801740Z"
-    }
+    "execution": {}
    },
    "outputs": [],
    "source": [
@@ -1375,12 +1240,7 @@
    "execution_count": 28,
    "id": "8f0ec909",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-08-22T07:04:36.803805Z",
-     "iopub.status.busy": "2023-08-22T07:04:36.803712Z",
-     "iopub.status.idle": "2023-08-22T07:04:36.913862Z",
-     "shell.execute_reply": "2023-08-22T07:04:36.913579Z"
-    }
+    "execution": {}
    },
    "outputs": [],
    "source": [
@@ -1416,12 +1276,7 @@
    "execution_count": 29,
    "id": "f11339e5",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-08-22T07:04:36.915631Z",
-     "iopub.status.busy": "2023-08-22T07:04:36.915542Z",
-     "iopub.status.idle": "2023-08-22T07:04:36.918059Z",
-     "shell.execute_reply": "2023-08-22T07:04:36.917797Z"
-    }
+    "execution": {}
    },
    "outputs": [
     {
@@ -1471,12 +1326,7 @@
    "execution_count": 30,
    "id": "d2600773",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-08-22T07:04:36.919428Z",
-     "iopub.status.busy": "2023-08-22T07:04:36.919345Z",
-     "iopub.status.idle": "2023-08-22T07:04:36.921649Z",
-     "shell.execute_reply": "2023-08-22T07:04:36.921430Z"
-    }
+    "execution": {}
    },
    "outputs": [
     {
@@ -1539,12 +1389,7 @@
    "execution_count": 31,
    "id": "924b7705",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2023-08-22T07:04:36.923042Z",
-     "iopub.status.busy": "2023-08-22T07:04:36.922969Z",
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-     "shell.execute_reply": "2023-08-22T07:04:36.986366Z"
-    },
+    "execution": {},
     "lines_to_next_cell": 0
    },
    "outputs": [