Skip to content

Commit

Permalink
test
Browse files Browse the repository at this point in the history
  • Loading branch information
@jermwatt
jermwatt committed Sep 30, 2018
1 parent 6e431af commit bdf3fd8
Show file tree
Hide file tree
Showing 2 changed files with 37 additions and 37 deletions.
72 changes: 36 additions & 36 deletions blog_posts/9_Feature_engineer_select/9_2_Scaling.html
View file
Expand Up @@ -11876,10 +11876,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="24659c7c-4b50-429d-baf9-1e28721258b2"></div>
<div id="c062927b-0515-4e44-96d1-cf4b9f3edc14"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#24659c7c-4b50-429d-baf9-1e28721258b2');
var element = $('#c062927b-0515-4e44-96d1-cf4b9f3edc14');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -12686,10 +12686,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="df1b3bc1-5560-4e5d-9485-49c27be958ea"></div>
<div id="2ee49c7f-9cf6-4daf-bce7-bf343599ba8c"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#df1b3bc1-5560-4e5d-9485-49c27be958ea');
var element = $('#2ee49c7f-9cf6-4daf-bce7-bf343599ba8c');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -13497,10 +13497,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="95030ce7-dd34-463b-98cc-09385882bbb9"></div>
<div id="498b07f2-ca72-4252-a8cc-7fc1d6a43bf6"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#95030ce7-dd34-463b-98cc-09385882bbb9');
var element = $('#498b07f2-ca72-4252-a8cc-7fc1d6a43bf6');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -14307,10 +14307,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="faa1485d-a573-4a70-a823-24cdb6bd63fb"></div>
<div id="e36fe643-686f-4de3-9450-909d3457b119"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#faa1485d-a573-4a70-a823-24cdb6bd63fb');
var element = $('#e36fe643-686f-4de3-9450-909d3457b119');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -15186,10 +15186,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="cf63c074-4d32-47be-bc5e-c0f2d9dc0d2d"></div>
<div id="56e6eeb8-4a51-4cec-a4a0-75a362e643ab"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#cf63c074-4d32-47be-bc5e-c0f2d9dc0d2d');
var element = $('#56e6eeb8-4a51-4cec-a4a0-75a362e643ab');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -16141,10 +16141,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="77618fc4-19f3-4684-9cc8-00f4ccef35a1"></div>
<div id="08ed8f9b-644f-4ad4-8ffd-9b6cec7c5d9a"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#77618fc4-19f3-4684-9cc8-00f4ccef35a1');
var element = $('#08ed8f9b-644f-4ad4-8ffd-9b6cec7c5d9a');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -16947,10 +16947,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="a2d09174-0539-4d2e-9f93-40261e92edff"></div>
<div id="1cc1f5cc-f6f4-4c97-95be-ebff94a9c2c3"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#a2d09174-0539-4d2e-9f93-40261e92edff');
var element = $('#1cc1f5cc-f6f4-4c97-95be-ebff94a9c2c3');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -17766,10 +17766,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="747d0248-afe8-45d0-b511-5e861db404d1"></div>
<div id="2aa6beb4-d85e-48ce-aa8a-65498f890fb8"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#747d0248-afe8-45d0-b511-5e861db404d1');
var element = $('#2aa6beb4-d85e-48ce-aa8a-65498f890fb8');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -18571,7 +18571,7 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Thus with the aim of standardizing each input direction - also referred to as a <em>feature</em> - we should normalize the $n^{th}$ input dimension of an $N$-input dimensional dataset $\left\{\mathbf{x}_p,y_p\right\}_{p=1}^N$ as</p>
<p>Thus with the aim of standardizing each input direction - also referred to as a <em>feature</em> - we should normalize the $n^{th}$ input dimension of an $N$-input dimensional dataset $\left\{\mathbf{x}_p,y_p\right\}_{p=1}^P$ as</p>
\begin{equation}
x_{p,n} \longleftarrow \frac{x_{p,n} - \mu_n}{\sigma_n}
\end{equation}<p>where $x_{p,n}$ is the $n^{th}$ coordinate of point $\mathbf{x}_p$ and $\mu_n$ and $\sigma_n$ are the mean and standard deviation of the $n^{th}$ dimension of the data, respectively, and are defined as</p>
Expand Down Expand Up @@ -18611,10 +18611,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="661b2087-5974-4a24-8972-2ee3b55b98ef"></div>
<div id="16e6910e-46af-4e0f-a5fb-b13def6d5e7a"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#661b2087-5974-4a24-8972-2ee3b55b98ef');
var element = $('#16e6910e-46af-4e0f-a5fb-b13def6d5e7a');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -19421,10 +19421,10 @@ <h2 id="9.2.1--Standard-normalization-of-regression-datam">9.2.1 Standard norma
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="e4681cb5-b5a5-4a08-a8a6-3f0d3b51213a"></div>
<div id="13b62368-d9c7-4eeb-a1d4-44270d11bbb8"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#e4681cb5-b5a5-4a08-a8a6-3f0d3b51213a');
var element = $('#13b62368-d9c7-4eeb-a1d4-44270d11bbb8');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -20252,10 +20252,10 @@ <h2 id="9.2.2--Standard-normalization-of-classification-data">9.2.2 Standard no
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="d9672eb2-1da4-46bb-a1c2-4e5d2bdc82ae"></div>
<div id="802368a9-2ccd-4624-8aba-2bd019633b9c"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#d9672eb2-1da4-46bb-a1c2-4e5d2bdc82ae');
var element = $('#802368a9-2ccd-4624-8aba-2bd019633b9c');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -21054,10 +21054,10 @@ <h2 id="9.2.2--Standard-normalization-of-classification-data">9.2.2 Standard no
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="00233546-e1f0-4f30-b25c-261793eeaa46"></div>
<div id="21848167-974b-4684-967a-c23364ba359f"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#00233546-e1f0-4f30-b25c-261793eeaa46');
var element = $('#21848167-974b-4684-967a-c23364ba359f');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -21855,10 +21855,10 @@ <h2 id="9.2.2--Standard-normalization-of-classification-data">9.2.2 Standard no
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="7d077c87-9972-4570-b712-0e6468d777cc"></div>
<div id="ced90190-d729-4200-bb81-1309122dbeae"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#7d077c87-9972-4570-b712-0e6468d777cc');
var element = $('#ced90190-d729-4200-bb81-1309122dbeae');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -22665,10 +22665,10 @@ <h2 id="9.2.2--Standard-normalization-of-classification-data">9.2.2 Standard no
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="9d3a3cd5-5064-45b6-8c7c-088beb7c9adf"></div>
<div id="b5af6fc6-6425-4e45-b37f-42494c99299d"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#9d3a3cd5-5064-45b6-8c7c-088beb7c9adf');
var element = $('#b5af6fc6-6425-4e45-b37f-42494c99299d');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -23504,10 +23504,10 @@ <h2 id="9.2.2--Standard-normalization-of-classification-data">9.2.2 Standard no
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="112236bd-98d7-48ed-99b4-21f237ba20db"></div>
<div id="1fcf6ede-273d-4b52-9e1c-d5d9b056e39c"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#112236bd-98d7-48ed-99b4-21f237ba20db');
var element = $('#1fcf6ede-273d-4b52-9e1c-d5d9b056e39c');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -24459,10 +24459,10 @@ <h2 id="9.2.2--Standard-normalization-of-classification-data">9.2.2 Standard no
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="7388cfb9-f4b3-4fe6-9d7b-ea5c959d377f"></div>
<div id="c764562a-0389-48cf-8170-af4f694ff2be"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#7388cfb9-f4b3-4fe6-9d7b-ea5c959d377f');
var element = $('#c764562a-0389-48cf-8170-af4f694ff2be');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -25265,10 +25265,10 @@ <h2 id="9.2.2--Standard-normalization-of-classification-data">9.2.2 Standard no
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt"></div>
<div id="0775fac5-e5a2-4db4-96f3-b367ffb11280"></div>
<div id="7de8c756-d323-4245-8bb3-e5d3b9759445"></div>
<div class="output_subarea output_javascript ">
<script type="text/javascript">
var element = $('#0775fac5-e5a2-4db4-96f3-b367ffb11280');
var element = $('#7de8c756-d323-4245-8bb3-e5d3b9759445');
/* Put everything inside the global mpl namespace */
window.mpl = {};

Expand Down Expand Up @@ -26176,6 +26176,6 @@ <h2 id="9.2.3--Summary-and-discussion">9.2.3 Summary and discussion<a class="an
</div>
</body>
<script type="application/vnd.jupyter.widget-state+json">
{"state": {}, "version_minor": 0, "version_major": 1}
{"version_major": 1, "version_minor": 0, "state": {}}
</script>
</html>
2 changes: 1 addition & 1 deletion blog_posts/9_Feature_engineer_select/9_2_Scaling.ipynb
View file
Expand Up @@ -6912,7 +6912,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"Thus with the aim of standardizing each input direction - also referred to as a *feature* - we should normalize the $n^{th}$ input dimension of an $N$-input dimensional dataset $\\left\\{\\mathbf{x}_p,y_p\\right\\}_{p=1}^N$ as \n",
"Thus with the aim of standardizing each input direction - also referred to as a *feature* - we should normalize the $n^{th}$ input dimension of an $N$-input dimensional dataset $\\left\\{\\mathbf{x}_p,y_p\\right\\}_{p=1}^P$ as \n",
"\n",
"\\begin{equation}\n",
"x_{p,n} \\longleftarrow \\frac{x_{p,n} - \\mu_n}{\\sigma_n}\n",
Expand Down

0 comments on commit bdf3fd8

Please sign in to comment.