From 401104c7ffd4fa3cb84e6ded79f45c3641e14cb3 Mon Sep 17 00:00:00 2001
From: mhjensen <morten.hjorth-jensen@fys.uio.no>
Date: Mon, 5 Nov 2018 14:23:11 +0100
Subject: [PATCH] new small update

---
 doc/pub/svm/html/._svm-bs016.html      |   2 +-
 doc/pub/svm/html/svm-reveal.html       |   2 +-
 doc/pub/svm/html/svm-solarized.html    |   2 +-
 doc/pub/svm/html/svm.html              |   2 +-
 doc/pub/svm/ipynb/ipynb-svm-src.tar.gz | Bin 206 -> 207 bytes
 doc/pub/svm/ipynb/svm.ipynb            |   2 +-
 doc/pub/svm/pdf/svm-minted.pdf         | Bin 231283 -> 231283 bytes
 doc/src/SupportVMachines/svm.do.txt    |   2 +-
 8 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/doc/pub/svm/html/._svm-bs016.html b/doc/pub/svm/html/._svm-bs016.html
index 56a68c5ae..eb9103479 100644
--- a/doc/pub/svm/html/._svm-bs016.html
+++ b/doc/pub/svm/html/._svm-bs016.html
@@ -165,7 +165,7 @@ $$
 {\cal L}=\sum_i\lambda_i-\frac{1}{2}\sum_{ij}^n\lambda_i\lambda_jy_iy_j\hat{x}_i^T\hat{x}_j,
 $$
 
-but now subject to the constraints \( \lambda_i\geq 0 \), \( \sum_i\lambda_iy_i=0 \) and $ 0 \leq \lambda_i \leq C$. 
+but now subject to the constraints \( \lambda_i\geq 0 \), \( \sum_i\lambda_iy_i=0 \) and \( 0\leq\lambda_i \leq C \). 
 We must in addition satisfy the Karush-Kuhn-Tucker condition which now reads
 $$
 \lambda_i\left[y_i(\hat{w}^T\hat{x}_i+b) -(1-\xi_)\right]=0 \hspace{0.1cm}\forall i,
diff --git a/doc/pub/svm/html/svm-reveal.html b/doc/pub/svm/html/svm-reveal.html
index 001aab8ba..0b0bc008c 100644
--- a/doc/pub/svm/html/svm-reveal.html
+++ b/doc/pub/svm/html/svm-reveal.html
@@ -772,7 +772,7 @@ $$
 $$
 <p>&nbsp;<br>
 
-but now subject to the constraints \( \lambda_i\geq 0 \), \( \sum_i\lambda_iy_i=0 \) and $ 0 \leq \lambda_i \leq C$. 
+but now subject to the constraints \( \lambda_i\geq 0 \), \( \sum_i\lambda_iy_i=0 \) and \( 0\leq\lambda_i \leq C \). 
 We must in addition satisfy the Karush-Kuhn-Tucker condition which now reads
 <p>&nbsp;<br>
 $$
diff --git a/doc/pub/svm/html/svm-solarized.html b/doc/pub/svm/html/svm-solarized.html
index 143a1f4e1..c13378dd7 100644
--- a/doc/pub/svm/html/svm-solarized.html
+++ b/doc/pub/svm/html/svm-solarized.html
@@ -614,7 +614,7 @@ $$
 {\cal L}=\sum_i\lambda_i-\frac{1}{2}\sum_{ij}^n\lambda_i\lambda_jy_iy_j\hat{x}_i^T\hat{x}_j,
 $$
 
-but now subject to the constraints \( \lambda_i\geq 0 \), \( \sum_i\lambda_iy_i=0 \) and $ 0 \leq \lambda_i \leq C$. 
+but now subject to the constraints \( \lambda_i\geq 0 \), \( \sum_i\lambda_iy_i=0 \) and \( 0\leq\lambda_i \leq C \). 
 We must in addition satisfy the Karush-Kuhn-Tucker condition which now reads
 $$
 \lambda_i\left[y_i(\hat{w}^T\hat{x}_i+b) -(1-\xi_)\right]=0 \hspace{0.1cm}\forall i,
diff --git a/doc/pub/svm/html/svm.html b/doc/pub/svm/html/svm.html
index 3909d9ce0..03207f3a0 100644
--- a/doc/pub/svm/html/svm.html
+++ b/doc/pub/svm/html/svm.html
@@ -619,7 +619,7 @@ $$
 {\cal L}=\sum_i\lambda_i-\frac{1}{2}\sum_{ij}^n\lambda_i\lambda_jy_iy_j\hat{x}_i^T\hat{x}_j,
 $$
 
-but now subject to the constraints \( \lambda_i\geq 0 \), \( \sum_i\lambda_iy_i=0 \) and $ 0 \leq \lambda_i \leq C$. 
+but now subject to the constraints \( \lambda_i\geq 0 \), \( \sum_i\lambda_iy_i=0 \) and \( 0\leq\lambda_i \leq C \). 
 We must in addition satisfy the Karush-Kuhn-Tucker condition which now reads
 $$
 \lambda_i\left[y_i(\hat{w}^T\hat{x}_i+b) -(1-\xi_)\right]=0 \hspace{0.1cm}\forall i,
diff --git a/doc/pub/svm/ipynb/ipynb-svm-src.tar.gz b/doc/pub/svm/ipynb/ipynb-svm-src.tar.gz
index 527cc9070b639904c6b04da33b1eb554910ad020..f15bd65e42902bd7f7360383c990e2e948000035 100644
GIT binary patch
literal 207
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zXomk=UzcD1W9`x;+Gaj~diU?+O<L_nJ0(J6C6tfnh<^^wDqiRRYS+Xnv+Pjc#h=4U
zbb4lX#JyW0|2rl}%Kv42><PU;R_1-VX7z6@_bc76R1VvF{?iAODRyj}8+VlU<WI8S
zKJ`9tqHb)-&l}U9*nP9J+?XhEyL8_Vi8sGXra$uDbUVg({a;Q7Wbj8n{&28`7J~)@
F0{}7TUVi`p

literal 206
zcmV;<05Sg`iwFQ?L*QEg1MSbjY63A3#&OR+#XP~1b)%kzdg!4b;tNDJx@l{oNfh_(
zT@~!9-bBRz@A5IjFwD%SlaH@yk&n6eFiNSB)^g7AXn09AxYieCIgqld#!BgOs4G!j
zp{t&#$DQ<NpR$SFDb2U_$@+iiy0O*j&YtTla?2O7Xk3!dS(}^S#fNN{A^b=>Yznt+
z{Zi^+)44Cv?)ENPF}@X3*Dkx@&2N7j!#bKxD*Dg<1ONa40000000000007?03GvU{
IGXN+601d-vd;kCd

diff --git a/doc/pub/svm/ipynb/svm.ipynb b/doc/pub/svm/ipynb/svm.ipynb
index dfe41a617..00a5696d2 100644
--- a/doc/pub/svm/ipynb/svm.ipynb
+++ b/doc/pub/svm/ipynb/svm.ipynb
@@ -988,7 +988,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "but now subject to the constraints $\\lambda_i\\geq 0$, $\\sum_i\\lambda_iy_i=0$ and $ 0 \\leq \\lambda_i \\leq C$. \n",
+    "but now subject to the constraints $\\lambda_i\\geq 0$, $\\sum_i\\lambda_iy_i=0$ and $0\\leq\\lambda_i \\leq C$. \n",
     "We must in addition satisfy the Karush-Kuhn-Tucker condition which now reads"
    ]
   },
diff --git a/doc/pub/svm/pdf/svm-minted.pdf b/doc/pub/svm/pdf/svm-minted.pdf
index e9ed6ca7939e9569c07205e258d1b49dc2454644..56320d1ad7c525f35e23cf810716d0b3eb2bdfad 100644
GIT binary patch
delta 110
zcmey|$M?C9uc3vpg=q`(=|&bKBU6*<=Np;j!L03{8kq~3ot<0^OkJG}3`{JH%`Dtp
gT%0Xkjm=FhT`e44jev3{b_zCxlx$zt%6yg)089cOQvd(}

delta 110
zcmey|$M?C9uc3vpg=q`(=|&bqOJjrS=Np;j!L03{8kq~3oz0w0EKD3-T}(|KEgc;#
h42(=oOpV>lEzAs^&7F*$EbSC*2r1dVtd;pJBLF~k9{m6S

diff --git a/doc/src/SupportVMachines/svm.do.txt b/doc/src/SupportVMachines/svm.do.txt
index 1c9a1c61a..4bccfb7d5 100644
--- a/doc/src/SupportVMachines/svm.do.txt
+++ b/doc/src/SupportVMachines/svm.do.txt
@@ -507,7 +507,7 @@ Inserting these constraints into the equation for ${\cal L}$ we obtain the same
 {\cal L}=\sum_i\lambda_i-\frac{1}{2}\sum_{ij}^n\lambda_i\lambda_jy_iy_j\hat{x}_i^T\hat{x}_j,
 \]
 !et
-but now subject to the constraints $\lambda_i\geq 0$, $\sum_i\lambda_iy_i=0$ and $ 0 \leq \lambda_i \leq C$. 
+but now subject to the constraints $\lambda_i\geq 0$, $\sum_i\lambda_iy_i=0$ and $0\leq\lambda_i \leq C$. 
 We must in addition satisfy the Karush-Kuhn-Tucker condition which now reads
 !bt
 \[