took out some stuff
This commit is contained in:
@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
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'___sec14'),
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('Additional courses of interest', 2, None, '___sec15'),
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('Hot Topics Now', 2, None, '___sec16'),
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("What's the future like?", 2, None, '___sec16'),
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('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
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('Adversarial learning', 2, None, '___sec19'),
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@@ -148,7 +148,7 @@ MathJax.Hub.Config({
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<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
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<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
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<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
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@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
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None,
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'___sec14'),
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('Additional courses of interest', 2, None, '___sec15'),
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||||
('Hot Topics Now', 2, None, '___sec16'),
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||||
("What's the future like?", 2, None, '___sec16'),
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||||
('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
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('Adversarial learning', 2, None, '___sec19'),
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@@ -148,7 +148,7 @@ MathJax.Hub.Config({
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<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
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@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
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None,
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'___sec14'),
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('Additional courses of interest', 2, None, '___sec15'),
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('Hot Topics Now', 2, None, '___sec16'),
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("What's the future like?", 2, None, '___sec16'),
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('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
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('Adversarial learning', 2, None, '___sec19'),
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@@ -148,7 +148,7 @@ MathJax.Hub.Config({
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<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
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@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
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None,
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'___sec14'),
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('Additional courses of interest', 2, None, '___sec15'),
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('Hot Topics Now', 2, None, '___sec16'),
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("What's the future like?", 2, None, '___sec16'),
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('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
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('Adversarial learning', 2, None, '___sec19'),
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@@ -148,7 +148,7 @@ MathJax.Hub.Config({
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<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
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<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
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@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
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None,
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'___sec14'),
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('Additional courses of interest', 2, None, '___sec15'),
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('Hot Topics Now', 2, None, '___sec16'),
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("What's the future like?", 2, None, '___sec16'),
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('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
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('Adversarial learning', 2, None, '___sec19'),
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@@ -148,7 +148,7 @@ MathJax.Hub.Config({
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<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
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<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
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<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
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||||
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@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
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None,
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'___sec14'),
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('Additional courses of interest', 2, None, '___sec15'),
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('Hot Topics Now', 2, None, '___sec16'),
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("What's the future like?", 2, None, '___sec16'),
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('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
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('Adversarial learning', 2, None, '___sec19'),
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@@ -148,7 +148,7 @@ MathJax.Hub.Config({
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||||
<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
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<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
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||||
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@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
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||||
None,
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'___sec14'),
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('Additional courses of interest', 2, None, '___sec15'),
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('Hot Topics Now', 2, None, '___sec16'),
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("What's the future like?", 2, None, '___sec16'),
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('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
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('Adversarial learning', 2, None, '___sec19'),
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@@ -148,7 +148,7 @@ MathJax.Hub.Config({
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||||
<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
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||||
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@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
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||||
None,
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||||
'___sec14'),
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('Additional courses of interest', 2, None, '___sec15'),
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('Hot Topics Now', 2, None, '___sec16'),
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||||
("What's the future like?", 2, None, '___sec16'),
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||||
('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
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||||
('Adversarial learning', 2, None, '___sec19'),
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@@ -148,7 +148,7 @@ MathJax.Hub.Config({
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||||
<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
|
||||
|
||||
@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
|
||||
None,
|
||||
'___sec14'),
|
||||
('Additional courses of interest', 2, None, '___sec15'),
|
||||
('Hot Topics Now', 2, None, '___sec16'),
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("What's the future like?", 2, None, '___sec16'),
|
||||
('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
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||||
('Adversarial learning', 2, None, '___sec19'),
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@@ -148,7 +148,7 @@ MathJax.Hub.Config({
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||||
<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
|
||||
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@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
|
||||
None,
|
||||
'___sec14'),
|
||||
('Additional courses of interest', 2, None, '___sec15'),
|
||||
('Hot Topics Now', 2, None, '___sec16'),
|
||||
("What's the future like?", 2, None, '___sec16'),
|
||||
('Reinforcement Learning', 2, None, '___sec17'),
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('Transfer learning', 2, None, '___sec18'),
|
||||
('Adversarial learning', 2, None, '___sec19'),
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||||
@@ -148,7 +148,7 @@ MathJax.Hub.Config({
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
|
||||
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@@ -72,7 +72,7 @@ Automatically generated HTML file from DocOnce source
|
||||
None,
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||||
'___sec14'),
|
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('Additional courses of interest', 2, None, '___sec15'),
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('Hot Topics Now', 2, None, '___sec16'),
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("What's the future like?", 2, None, '___sec16'),
|
||||
('Reinforcement Learning', 2, None, '___sec17'),
|
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('Transfer learning', 2, None, '___sec18'),
|
||||
('Adversarial learning', 2, None, '___sec19'),
|
||||
@@ -148,7 +148,7 @@ MathJax.Hub.Config({
|
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<!-- navigation toc: --> <li><a href="._summary-bs014.html#___sec13" style="font-size: 80%;">Resampling</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs015.html#___sec14" style="font-size: 80%;">Other courses on Data science and Machine Learning at UiO</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs016.html#___sec15" style="font-size: 80%;">Additional courses of interest</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">Hot Topics Now</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs017.html#___sec16" style="font-size: 80%;">What's the future like?</a></li>
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||||
<!-- navigation toc: --> <li><a href="._summary-bs018.html#___sec17" style="font-size: 80%;">Reinforcement Learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs019.html#___sec18" style="font-size: 80%;">Transfer learning</a></li>
|
||||
<!-- navigation toc: --> <li><a href="._summary-bs020.html#___sec19" style="font-size: 80%;">Adversarial learning</a></li>
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||||
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@@ -431,17 +431,9 @@ The link here <a href="https://www.mn.uio.no/english/research/about/centre-focus
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<section>
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<h2 id="___sec16">Hot Topics Now </h2>
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<h2 id="___sec16">What's the future like? </h2>
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<ol>
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<p><li> Boosting techniques and complex neural networks</li>
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<p><li> <a href="https://medium.com/@ml.at.berkeley/trickingneural-networks-create-your-own-adversarial-examples-a61eb7620fd8" target="_blank">Adversarial examples</a></li>
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<p><li> <a href="https://arxiv.org/pdf/1707.00600" target="_blank">Zero shot learning</a></li>
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<p><li> Transfer learning</li>
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<p><li> <a href="https://christophm.github.io/interpretable-mlbook/interpretability.html" target="_blank">Model interpretability</a></li>
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</ol>
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<p>
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Based on multi-layer nonlinear neural networks, deep learning can
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learn directly from raw data, automatically extract and abstract
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features from layer to layer, and then achieve the goal of regression,
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@@ -66,7 +66,7 @@ div { text-align: justify; text-justify: inter-word; }
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None,
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'___sec14'),
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('Additional courses of interest', 2, None, '___sec15'),
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('Hot Topics Now', 2, None, '___sec16'),
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("What's the future like?", 2, None, '___sec16'),
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('Reinforcement Learning', 2, None, '___sec17'),
|
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('Transfer learning', 2, None, '___sec18'),
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('Adversarial learning', 2, None, '___sec19'),
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@@ -390,16 +390,9 @@ The link here <a href="https://www.mn.uio.no/english/research/about/centre-focus
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<!-- !split --><br><br><br><br><br><br><br><br><br><br>
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<h2 id="___sec16">Hot Topics Now </h2>
|
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|
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<ol>
|
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<li> Boosting techniques and complex neural networks</li>
|
||||
<li> <a href="https://medium.com/@ml.at.berkeley/trickingneural-networks-create-your-own-adversarial-examples-a61eb7620fd8" target="_blank">Adversarial examples</a></li>
|
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<li> <a href="https://arxiv.org/pdf/1707.00600" target="_blank">Zero shot learning</a></li>
|
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<li> Transfer learning</li>
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<li> <a href="https://christophm.github.io/interpretable-mlbook/interpretability.html" target="_blank">Model interpretability</a></li>
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</ol>
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<h2 id="___sec16">What's the future like? </h2>
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<p>
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||||
Based on multi-layer nonlinear neural networks, deep learning can
|
||||
learn directly from raw data, automatically extract and abstract
|
||||
features from layer to layer, and then achieve the goal of regression,
|
||||
|
||||
@@ -71,7 +71,7 @@ div { text-align: justify; text-justify: inter-word; }
|
||||
None,
|
||||
'___sec14'),
|
||||
('Additional courses of interest', 2, None, '___sec15'),
|
||||
('Hot Topics Now', 2, None, '___sec16'),
|
||||
("What's the future like?", 2, None, '___sec16'),
|
||||
('Reinforcement Learning', 2, None, '___sec17'),
|
||||
('Transfer learning', 2, None, '___sec18'),
|
||||
('Adversarial learning', 2, None, '___sec19'),
|
||||
@@ -395,16 +395,9 @@ The link here <a href="https://www.mn.uio.no/english/research/about/centre-focus
|
||||
|
||||
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
|
||||
|
||||
<h2 id="___sec16">Hot Topics Now </h2>
|
||||
|
||||
<ol>
|
||||
<li> Boosting techniques and complex neural networks</li>
|
||||
<li> <a href="https://medium.com/@ml.at.berkeley/trickingneural-networks-create-your-own-adversarial-examples-a61eb7620fd8" target="_blank">Adversarial examples</a></li>
|
||||
<li> <a href="https://arxiv.org/pdf/1707.00600" target="_blank">Zero shot learning</a></li>
|
||||
<li> Transfer learning</li>
|
||||
<li> <a href="https://christophm.github.io/interpretable-mlbook/interpretability.html" target="_blank">Model interpretability</a></li>
|
||||
</ol>
|
||||
<h2 id="___sec16">What's the future like? </h2>
|
||||
|
||||
<p>
|
||||
Based on multi-layer nonlinear neural networks, deep learning can
|
||||
learn directly from raw data, automatically extract and abstract
|
||||
features from layer to layer, and then achieve the goal of regression,
|
||||
|
||||
Binary file not shown.
@@ -257,17 +257,7 @@
|
||||
"\n",
|
||||
"2. [STK4021 Applied Bayesian Analysis and Numerical Methods](https://www.uio.no/studier/emner/matnat/math/STK4021/index-eng.html)\n",
|
||||
"\n",
|
||||
"## Hot Topics Now\n",
|
||||
"\n",
|
||||
"1. Boosting techniques and complex neural networks\n",
|
||||
"\n",
|
||||
"2. [Adversarial examples](https://medium.com/@ml.at.berkeley/trickingneural-networks-create-your-own-adversarial-examples-a61eb7620fd8)\n",
|
||||
"\n",
|
||||
"3. [Zero shot learning](https://arxiv.org/pdf/1707.00600)\n",
|
||||
"\n",
|
||||
"4. Transfer learning\n",
|
||||
"\n",
|
||||
"5. [Model interpretability](https://christophm.github.io/interpretable-mlbook/interpretability.html)\n",
|
||||
"## What's the future like?\n",
|
||||
"\n",
|
||||
"Based on multi-layer nonlinear neural networks, deep learning can\n",
|
||||
"learn directly from raw data, automatically extract and abstract\n",
|
||||
|
||||
Binary file not shown.
@@ -185,14 +185,7 @@ o "STK4051 Computational Statistics":"https://www.uio.no/studier/emner/matnat/ma
|
||||
o "STK4021 Applied Bayesian Analysis and Numerical Methods":"https://www.uio.no/studier/emner/matnat/math/STK4021/index-eng.html"
|
||||
|
||||
!split
|
||||
===== Hot Topics Now =====
|
||||
|
||||
o Boosting techniques and complex neural networks
|
||||
o "Adversarial examples":"https://medium.com/@ml.at.berkeley/trickingneural-networks-create-your-own-adversarial-examples-a61eb7620fd8"
|
||||
o "Zero shot learning":"https://arxiv.org/pdf/1707.00600"
|
||||
o Transfer learning
|
||||
o "Model interpretability":"https://christophm.github.io/interpretable-mlbook/interpretability.html"
|
||||
|
||||
===== What's the future like? =====
|
||||
|
||||
Based on multi-layer nonlinear neural networks, deep learning can
|
||||
learn directly from raw data, automatically extract and abstract
|
||||
|
||||
Reference in New Issue
Block a user