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fixed some typos in GD

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mhjensen
2019-09-26 06:57:48 +02:00
parent b2a85a7662
commit 042f60741d
84 changed files with 1888 additions and 1842 deletions
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doc/pub/Splines/html/._Splines-bs049.html
+20 -20
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@@ -80,19 +80,19 @@ Automatically generated HTML file from DocOnce source
2,
None,
'___sec25'),
('Stochastic Gradient Descent', 2, None, '___sec26'),
('Computation of gradients', 2, None, '___sec27'),
('SGD example', 2, None, '___sec28'),
('The gradient step', 2, None, '___sec29'),
('Simple example code', 2, None, '___sec30'),
('When do we stop?', 2, None, '___sec31'),
('Slightly different approach', 2, None, '___sec32'),
('Program for stochastic gradient', 2, None, '___sec33'),
('Logistic Regression example', 2, None, '___sec34'),
('Using gradient descent methods, limitations',
2,
None,
'___sec35'),
'___sec26'),
('Stochastic Gradient Descent', 2, None, '___sec27'),
('Computation of gradients', 2, None, '___sec28'),
('SGD example', 2, None, '___sec29'),
('The gradient step', 2, None, '___sec30'),
('Simple example code', 2, None, '___sec31'),
('When do we stop?', 2, None, '___sec32'),
('Slightly different approach', 2, None, '___sec33'),
('Program for stochastic gradient', 2, None, '___sec34'),
('Logistic Regression example', 2, None, '___sec35'),
('Momentum based GD', 2, None, '___sec36'),
('More on momentum based approaches', 2, None, '___sec37'),
('Momentum parameter', 2, None, '___sec38'),
@@ -216,16 +216,16 @@ MathJax.Hub.Config({
<!-- navigation toc: --> <li><a href="._Splines-bs024.html#___sec23" style="font-size: 80%;">And a corresponding example using <b>scikit-learn</b></a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs025.html#___sec24" style="font-size: 80%;">Gradient descent and Ridge</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs026.html#___sec25" style="font-size: 80%;">Program example for gradient descent with Ridge Regression</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs027.html#___sec26" style="font-size: 80%;">Stochastic Gradient Descent</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs028.html#___sec27" style="font-size: 80%;">Computation of gradients</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs029.html#___sec28" style="font-size: 80%;">SGD example</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs030.html#___sec29" style="font-size: 80%;">The gradient step</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs031.html#___sec30" style="font-size: 80%;">Simple example code</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs032.html#___sec31" style="font-size: 80%;">When do we stop?</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs033.html#___sec32" style="font-size: 80%;">Slightly different approach</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs034.html#___sec33" style="font-size: 80%;">Program for stochastic gradient</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs035.html#___sec34" style="font-size: 80%;">Logistic Regression example</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs036.html#___sec35" style="font-size: 80%;">Using gradient descent methods, limitations</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs027.html#___sec26" style="font-size: 80%;">Using gradient descent methods, limitations</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs028.html#___sec27" style="font-size: 80%;">Stochastic Gradient Descent</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs029.html#___sec28" style="font-size: 80%;">Computation of gradients</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs030.html#___sec29" style="font-size: 80%;">SGD example</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs031.html#___sec30" style="font-size: 80%;">The gradient step</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs032.html#___sec31" style="font-size: 80%;">Simple example code</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs033.html#___sec32" style="font-size: 80%;">When do we stop?</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs034.html#___sec33" style="font-size: 80%;">Slightly different approach</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs035.html#___sec34" style="font-size: 80%;">Program for stochastic gradient</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs036.html#___sec35" style="font-size: 80%;">Logistic Regression example</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs037.html#___sec36" style="font-size: 80%;">Momentum based GD</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs038.html#___sec37" style="font-size: 80%;">More on momentum based approaches</a></li>
<!-- navigation toc: --> <li><a href="._Splines-bs039.html#___sec38" style="font-size: 80%;">Momentum parameter</a></li>