diff --git a/doc/pub/week44/html/._week44-bs005.html b/doc/pub/week44/html/._week44-bs005.html
index 347563db4..bcac8c24b 100644
--- a/doc/pub/week44/html/._week44-bs005.html
+++ b/doc/pub/week44/html/._week44-bs005.html
@@ -302,7 +302,7 @@ MathJax.Hub.Config({
A Sketch of a Tree, Regression problem
-See handwritten notes November 3
+See handwritten notes November 3
diff --git a/doc/pub/week44/html/._week44-bs006.html b/doc/pub/week44/html/._week44-bs006.html
index 3dedb23db..37dedc421 100644
--- a/doc/pub/week44/html/._week44-bs006.html
+++ b/doc/pub/week44/html/._week44-bs006.html
@@ -302,7 +302,7 @@ MathJax.Hub.Config({
A Sketch of a Tree, Classification problem
-See handwritten notes November 3
+See handwritten notes November 3
diff --git a/doc/pub/week44/html/._week44-bs030.html b/doc/pub/week44/html/._week44-bs030.html
index ca6a368bb..3ac920772 100644
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@@ -309,7 +309,7 @@ these binary classes, they can easily be split into ones and zeros.
diff --git a/doc/pub/week44/html/._week44-bs031.html b/doc/pub/week44/html/._week44-bs031.html
index e079441e8..1d402a085 100644
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@@ -305,7 +305,7 @@ MathJax.Hub.Config({
diff --git a/doc/pub/week44/html/._week44-bs032.html b/doc/pub/week44/html/._week44-bs032.html
index 0f3b88e2b..71ea0b430 100644
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@@ -305,7 +305,7 @@ MathJax.Hub.Config({
diff --git a/doc/pub/week44/html/week44-reveal.html b/doc/pub/week44/html/week44-reveal.html
index a3865ef41..08a9f3bba 100644
--- a/doc/pub/week44/html/week44-reveal.html
+++ b/doc/pub/week44/html/week44-reveal.html
@@ -288,7 +288,7 @@ given some assumptions, make predictions about the target feature value
@@ -296,7 +296,7 @@ given some assumptions, make predictions about the target feature value
@@ -1058,7 +1058,7 @@ these binary classes, they can easily be split into ones and zeros.
Gini index for Average trend
-
See handwritten notes for Thursday November 3
+
See handwritten notes November 3
@@ -1068,7 +1068,7 @@ these binary classes, they can easily be split into ones and zeros.
Gini index for hour slept
-
See handwritten notes for Thursday November 3
+
See handwritten notes November 3
@@ -1078,7 +1078,7 @@ these binary classes, they can easily be split into ones and zeros.
Gini index for hour studied
-
See handwritten notes for Thursday November 3
+
See handwritten notes November 3
For final tree, see the above handwritten notes
diff --git a/doc/pub/week44/html/week44-solarized.html b/doc/pub/week44/html/week44-solarized.html
index 0dfcdcf08..823252880 100644
--- a/doc/pub/week44/html/week44-solarized.html
+++ b/doc/pub/week44/html/week44-solarized.html
@@ -353,14 +353,14 @@ given some assumptions, make predictions about the target feature value
A Sketch of a Tree, Regression problem
-See handwritten notes November 3
+See handwritten notes November 3
A Sketch of a Tree, Classification problem
-See handwritten notes November 3
+See handwritten notes November 3
@@ -1065,7 +1065,7 @@ these binary classes, they can easily be split into ones and zeros.
Gini index for Average trend
-
See handwritten notes for Thursday November 3
+
See handwritten notes November 3
@@ -1075,7 +1075,7 @@ these binary classes, they can easily be split into ones and zeros.
Gini index for hour slept
-
See handwritten notes for Thursday November 3
+
See handwritten notes November 3
@@ -1085,7 +1085,7 @@ these binary classes, they can easily be split into ones and zeros.
Gini index for hour studied
-
See handwritten notes for Thursday November 3
+
See handwritten notes November 3
diff --git a/doc/pub/week44/html/week44.html b/doc/pub/week44/html/week44.html
index 33f46b749..c06462399 100644
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+++ b/doc/pub/week44/html/week44.html
@@ -430,14 +430,14 @@ given some assumptions, make predictions about the target feature value
A Sketch of a Tree, Regression problem
-See handwritten notes November 3
+See handwritten notes November 3
A Sketch of a Tree, Classification problem
-See handwritten notes November 3
+See handwritten notes November 3
@@ -1142,7 +1142,7 @@ these binary classes, they can easily be split into ones and zeros.
Gini index for Average trend
-
See handwritten notes for Thursday November 3
+
See handwritten notes November 3
@@ -1152,7 +1152,7 @@ these binary classes, they can easily be split into ones and zeros.
Gini index for hour slept
-
See handwritten notes for Thursday November 3
+
See handwritten notes November 3
@@ -1162,7 +1162,7 @@ these binary classes, they can easily be split into ones and zeros.
Gini index for hour studied
-
See handwritten notes for Thursday November 3
+
See handwritten notes November 3
diff --git a/doc/pub/week44/ipynb/ipynb-week44-src.tar.gz b/doc/pub/week44/ipynb/ipynb-week44-src.tar.gz
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index b883deb25..9588ac9e3 100644
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"## A Sketch of a Tree, Regression problem\n",
"\n",
- "See handwritten notes November 3\n",
+ "[See handwritten notes November 3](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf)\n",
"\n",
""
]
},
{
"cell_type": "markdown",
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"source": [
"## A Sketch of a Tree, Classification problem\n",
"\n",
- "See handwritten notes November 3\n",
+ "[See handwritten notes November 3](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf)\n",
""
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"\n",
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"\n",
- "See handwritten notes for Thursday November 3"
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"\n",
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- "See handwritten notes for Thursday November 3\n",
+ "[See handwritten notes November 3](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf)\n",
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},
@@ -1664,7 +1664,7 @@
{
"cell_type": "code",
"execution_count": 13,
- "id": "4f5267ea",
+ "id": "30db4227",
"metadata": {
"collapsed": false,
"editable": true
@@ -1714,7 +1714,7 @@
{
"cell_type": "code",
"execution_count": 14,
- "id": "1fc665a4",
+ "id": "329cbca4",
"metadata": {
"collapsed": false,
"editable": true
@@ -1753,7 +1753,7 @@
},
{
"cell_type": "markdown",
- "id": "fe4fcb33",
+ "id": "0183baf5",
"metadata": {
"editable": true
},
@@ -1777,7 +1777,7 @@
},
{
"cell_type": "markdown",
- "id": "6aecae41",
+ "id": "51163190",
"metadata": {
"editable": true
},
@@ -1805,7 +1805,7 @@
},
{
"cell_type": "markdown",
- "id": "dd693f5e",
+ "id": "98ee1800",
"metadata": {
"editable": true
},
@@ -1836,7 +1836,7 @@
},
{
"cell_type": "markdown",
- "id": "a7ed9fa3",
+ "id": "b71e6020",
"metadata": {
"editable": true
},
@@ -1852,7 +1852,7 @@
},
{
"cell_type": "markdown",
- "id": "885bca85",
+ "id": "7f22f3ab",
"metadata": {
"editable": true
},
@@ -1876,7 +1876,7 @@
},
{
"cell_type": "markdown",
- "id": "b4c352b5",
+ "id": "ad9da94b",
"metadata": {
"editable": true
},
@@ -1907,7 +1907,7 @@
},
{
"cell_type": "markdown",
- "id": "6eec7448",
+ "id": "184cbf97",
"metadata": {
"editable": true
},
@@ -1918,7 +1918,7 @@
{
"cell_type": "code",
"execution_count": 15,
- "id": "5238cdd8",
+ "id": "90504a44",
"metadata": {
"collapsed": false,
"editable": true
@@ -1966,7 +1966,7 @@
},
{
"cell_type": "markdown",
- "id": "8ef55bc8",
+ "id": "b5f6a377",
"metadata": {
"editable": true
},
@@ -1977,7 +1977,7 @@
{
"cell_type": "code",
"execution_count": 16,
- "id": "50422b22",
+ "id": "6057fd9e",
"metadata": {
"collapsed": false,
"editable": true
@@ -2011,7 +2011,7 @@
},
{
"cell_type": "markdown",
- "id": "5caaaa72",
+ "id": "cd19a241",
"metadata": {
"editable": true
},
@@ -2024,7 +2024,7 @@
{
"cell_type": "code",
"execution_count": 17,
- "id": "5378d072",
+ "id": "7febdfe5",
"metadata": {
"collapsed": false,
"editable": true
@@ -2077,7 +2077,7 @@
},
{
"cell_type": "markdown",
- "id": "565db27c",
+ "id": "8bd7cc8e",
"metadata": {
"editable": true
},
@@ -2088,7 +2088,7 @@
{
"cell_type": "code",
"execution_count": 18,
- "id": "f1ad02b2",
+ "id": "88021894",
"metadata": {
"collapsed": false,
"editable": true
@@ -2118,7 +2118,7 @@
{
"cell_type": "code",
"execution_count": 19,
- "id": "5172e7ba",
+ "id": "346c9181",
"metadata": {
"collapsed": false,
"editable": true
@@ -2136,7 +2136,7 @@
{
"cell_type": "code",
"execution_count": 20,
- "id": "38847303",
+ "id": "d1c812b1",
"metadata": {
"collapsed": false,
"editable": true
@@ -2156,7 +2156,7 @@
{
"cell_type": "code",
"execution_count": 21,
- "id": "80ed972b",
+ "id": "8fe89d33",
"metadata": {
"collapsed": false,
"editable": true
@@ -2173,7 +2173,7 @@
},
{
"cell_type": "markdown",
- "id": "e706753c",
+ "id": "da68429c",
"metadata": {
"editable": true
},
@@ -2195,7 +2195,7 @@
},
{
"cell_type": "markdown",
- "id": "83bfc73c",
+ "id": "dc0a9f7f",
"metadata": {
"editable": true
},
@@ -2227,7 +2227,7 @@
},
{
"cell_type": "markdown",
- "id": "26af3fa3",
+ "id": "b898d9d8",
"metadata": {
"editable": true
},
@@ -2241,7 +2241,7 @@
{
"cell_type": "code",
"execution_count": 22,
- "id": "7fb8cc44",
+ "id": "1d7eddbd",
"metadata": {
"collapsed": false,
"editable": true
@@ -2310,7 +2310,7 @@
},
{
"cell_type": "markdown",
- "id": "ac4a7882",
+ "id": "a9fc4116",
"metadata": {
"editable": true
},
@@ -2333,7 +2333,7 @@
},
{
"cell_type": "markdown",
- "id": "aa118fb4",
+ "id": "5aba126e",
"metadata": {
"editable": true
},
@@ -2345,7 +2345,7 @@
},
{
"cell_type": "markdown",
- "id": "a08ba080",
+ "id": "317eca6a",
"metadata": {
"editable": true
},
@@ -2370,7 +2370,7 @@
},
{
"cell_type": "markdown",
- "id": "6655b323",
+ "id": "98bcf577",
"metadata": {
"editable": true
},
@@ -2396,7 +2396,7 @@
},
{
"cell_type": "markdown",
- "id": "a55a6bb7",
+ "id": "15893a56",
"metadata": {
"editable": true
},
@@ -2407,7 +2407,7 @@
{
"cell_type": "code",
"execution_count": 23,
- "id": "fb971080",
+ "id": "6bb7a5bb",
"metadata": {
"collapsed": false,
"editable": true
@@ -2479,7 +2479,7 @@
},
{
"cell_type": "markdown",
- "id": "22627405",
+ "id": "444d35db",
"metadata": {
"editable": true
},
@@ -2495,7 +2495,7 @@
},
{
"cell_type": "markdown",
- "id": "55beaac2",
+ "id": "7d667059",
"metadata": {
"editable": true
},
@@ -2506,7 +2506,7 @@
{
"cell_type": "code",
"execution_count": 24,
- "id": "34b4849c",
+ "id": "5cdd26a2",
"metadata": {
"collapsed": false,
"editable": true
@@ -2521,7 +2521,7 @@
{
"cell_type": "code",
"execution_count": 25,
- "id": "976b5e11",
+ "id": "8ced2ac9",
"metadata": {
"collapsed": false,
"editable": true
diff --git a/doc/src/week44/week44.do.txt b/doc/src/week44/week44.do.txt
index 49ca3639b..1d1756238 100644
--- a/doc/src/week44/week44.do.txt
+++ b/doc/src/week44/week44.do.txt
@@ -74,14 +74,14 @@ given some assumptions, make predictions about the target feature value
!split
===== A Sketch of a Tree, Regression problem =====
-See handwritten notes November 3
+"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
#FIGURE: [DataFiles/Regsimpletree.png, width=600 frac=0.8]
!split
===== A Sketch of a Tree, Classification problem =====
-See handwritten notes November 3
+"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
#FIGURE: [DataFiles/Classimpletree.png, width=600 frac=0.8]
@@ -668,7 +668,7 @@ In computations we will translate all classes into numbers. Being
these binary classes, they can easily be split into ones and zeros.
!bblock Gini index for Average trend
-See handwritten notes for Thursday November 3
+"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
!eblock
@@ -677,7 +677,7 @@ See handwritten notes for Thursday November 3
!bblock Gini index for hour slept
-See handwritten notes for Thursday November 3
+"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
!eblock
@@ -686,7 +686,7 @@ See handwritten notes for Thursday November 3
!bblock Gini index for hour studied
-See handwritten notes for Thursday November 3
+"See handwritten notes November 3":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2022/NotesNov32022.pdf"
!eblock
For final tree, see the above handwritten notes