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< title > VisualML</ title >
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< link rel ="shortcut icon " href ="./img/favicon.ico " type ="image/x-icon ">
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< meta charset ="utf-8 ">
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+ < meta name ="viewport " content ="width=device-width,initial-scale=1,maximum-scale=1,user-scalable=no ">
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< meta http-equiv ="X-UA-Compatible " content ="IE=edge,chrome=1 ">
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- < meta name ="viewport " content ="width=device-width, minimum-scale=1.0, initial-scale=1, user-scalable=yes ">
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+ < meta name ="HandheldFriendly " content ="true ">
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< link rel ="stylesheet " href ="style.css ">
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< link rel ="stylesheet " href ="https://maxcdn.bootstrapcdn.com/bootstrap/4.5.0/css/bootstrap.min.css ">
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< link href ="https://code.jquery.com/ui/1.10.4/themes/ui-lightness/jquery-ui.css " rel ="stylesheet ">
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< div class ="row justify-content-center " style ="margin-top: 50px; margin-bottom: 0px; ">
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< h1 style ="font-family: 'Exo', sans-serif; text-align: center; "> Demos</ h1 >
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</ div >
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+ < div class ="row justify-content-center " style ="margin-top: 10px; margin-bottom: 0px; ">
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+ < a class ="github-button " href ="https://github.com/dsgiitr/VisualML " data-color-scheme ="no-preference: light; light: light; dark: dark; " data-icon ="octicon-star " data-size ="large " data-show-count ="true " aria-label ="Star dsgiitr/VisualML on GitHub "> Star</ a >
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+ </ div >
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< div class ="row justify-content-around ">
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< div class ="col-md-4 col-12 ">
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< div class ="card block wow fadeInLeft " style ="margin-top: 40px; padding: 0; ">
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< div class ="card-header box ">
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< img src ="img/cnn.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
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< div class ="middle ">
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- < a href ="https://github.com/dsgiitr/VisualML/MNIST-CNN ">
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+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ MNIST-CNN ">
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< button type ="button " class ="butn github "> Code</ button >
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</ a >
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< a href ="https://dsgiitr.github.io/mnist-cnn-demo ">
@@ -101,9 +105,7 @@ <h1 style="font-family: 'Exo', sans-serif; text-align: center;">Demos</h1>
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</ div >
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< div class ="card-body ">
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< h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
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- < a >
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Convolutional Neural Network
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- </ a >
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</ h4 >
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< p style ="font-family: 'Exo', sans-serif; text-align: center; ">
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Train and Test a CNN and visualise its layers in 3D.
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< div class ="card-header box ">
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< img src ="img/nst.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
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< div class ="middle ">
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- < a href ="https://github.com/dsgiitr/VisualML/neural_style_transfer ">
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+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ neural_style_transfer ">
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< button type ="button " class ="butn github "> Code</ button >
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</ a >
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< a href ="https://dsgiitr.github.io/neural-style-transfer-tfjs ">
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</ div >
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< div class ="card-body ">
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< h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
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- < a >
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Neural Style Transfer
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- </ a >
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</ h4 >
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< p style ="font-family: 'Exo', sans-serif; text-align: center; ">
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Perform Neural Style Transfer on a variety of images.
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< div class ="card-header box ">
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< img src ="img/ann.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
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< div class ="middle ">
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- < a href ="https://github.com/dsgiitr/VisualML/ANN ">
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+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ ANN ">
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< button type ="button " class ="butn github "> Code</ button >
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</ a >
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< a href ="https://dsgiitr.github.io/ann-demo ">
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</ div >
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< div class ="card-body ">
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< h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
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- < a >
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Artificial Neural Network
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- </ a >
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</ h4 >
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< p style ="font-family: 'Exo', sans-serif; text-align: center; ">
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Train and Test an ANN and visualise its structure.
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< div class ="card-header box ">
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< img src ="img/atn.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
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< div class ="middle ">
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- < a href ="https://github.com/dsgiitr/VisualML/Autoencoder ">
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+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ Autoencoder ">
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< button type ="button " class ="butn github "> Code</ button >
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</ a >
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< a href ="https://dsgiitr.github.io/autoencoder-demo ">
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</ div >
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< div class ="card-body ">
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< h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
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- < a >
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Autoencoder
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- </ a >
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</ h4 >
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< p style ="font-family: 'Exo', sans-serif; text-align: center; ">
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- Train an Autoencoder and visualise its 2D Latent Space.
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+ Train an Autoencoder and visualise its Latent Space in 2D .
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</ p >
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</ div >
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</ div >
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< div class ="card-header box ">
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< img src ="img/vg.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
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< div class ="middle ">
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- < a href ="https://github.com/dsgiitr/VisualML/vanishing_gradients ">
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+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ vanishing_gradients ">
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< button type ="button " class ="butn github "> Code</ button >
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</ a >
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< a href ="https://dsgiitr.github.io/vanishing-gradients-demo ">
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</ div >
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< div class ="card-body ">
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< h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
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- < a >
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Vanishing Gradients
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- </ a >
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</ h4 >
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< p style ="font-family: 'Exo', sans-serif; text-align: center; ">
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Visualise how ReLU solves the problem of Vanishing Gradients.
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< div class ="card-header box ">
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< img src ="img/svm.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
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< div class ="middle ">
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- < a href ="https://github.com/dsgiitr/VisualML/SVM ">
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+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ SVM ">
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< button type ="button " class ="butn github "> Code</ button >
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</ a >
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< a href ="https://dsgiitr.github.io/svm-demo ">
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</ div >
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< div class ="card-body ">
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< h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
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- < a >
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Support Vector Machines
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- </ a >
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</ h4 >
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< p style ="font-family: 'Exo', sans-serif; text-align: center; ">
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Visualise the effects of kernels and parameters on a SVM.
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< div class ="card-header box ">
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< img src ="img/pca.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
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< div class ="middle ">
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- < a href ="https://github.com/dsgiitr/VisualML/PCA ">
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+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ PCA ">
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< button type ="button " class ="butn github "> Code</ button >
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</ a >
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< a href ="https://dsgiitr.github.io/pca-demo ">
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</ div >
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< div class ="card-body ">
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< h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
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- < a >
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Principal Components Analysis
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- </ a >
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</ h4 >
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< p style ="font-family: 'Exo', sans-serif; text-align: center; ">
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Visualise the principal components of different types of datasets.
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< div class ="card-header box ">
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< img src ="img/lr.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
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< div class ="middle ">
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- < a href ="https://github.com/dsgiitr/VisualML/Logistic Regression ">
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+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ Logistic Regression ">
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< button type ="button " class ="butn github "> Code</ button >
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</ a >
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< a href ="https://dsgiitr.github.io/logistic-regression-demo ">
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</ div >
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< div class ="card-body ">
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< h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
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- < a >
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Logistic Regression
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- </ a >
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</ h4 >
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< p style ="font-family: 'Exo', sans-serif; text-align: center; ">
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Visualise the separation of classes using Logistic Regression.
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} ) ;
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new WOW ( ) . init ( ) ;
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</ script >
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+ <!-- Place this tag in your head or just before your close body tag. -->
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+ < script async defer src ="https://buttons.github.io/buttons.js "> </ script >
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</ body >
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- </ html >
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+ </ html >
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