55 < title > VisualML</ title >
66 < link rel ="shortcut icon " href ="./img/favicon.ico " type ="image/x-icon ">
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1112 < link rel ="stylesheet " href ="https://maxcdn.bootstrapcdn.com/bootstrap/4.5.0/css/bootstrap.min.css ">
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8586 < div class ="row justify-content-center " style ="margin-top: 50px; margin-bottom: 0px; ">
8687 < h1 style ="font-family: 'Exo', sans-serif; text-align: center; "> Demos</ h1 >
8788 </ div >
89+ < div class ="row justify-content-center " style ="margin-top: 10px; margin-bottom: 0px; ">
90+ < 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 >
91+ </ div >
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8993 < div class ="col-md-4 col-12 ">
9094 < div class ="card block wow fadeInLeft " style ="margin-top: 40px; padding: 0; ">
9195 < div class ="card-header box ">
9296 < img src ="img/cnn.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
9397 < div class ="middle ">
94- < a href ="https://github.com/dsgiitr/VisualML/MNIST-CNN ">
98+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ MNIST-CNN ">
9599 < button type ="button " class ="butn github "> Code</ button >
96100 </ a >
97101 < 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>
101105 </ div >
102106 < div class ="card-body ">
103107 < h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
104- < a >
105108 Convolutional Neural Network
106- </ a >
107109 </ h4 >
108110 < p style ="font-family: 'Exo', sans-serif; text-align: center; ">
109111 Train and Test a CNN and visualise its layers in 3D.
@@ -116,7 +118,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
116118 < div class ="card-header box ">
117119 < img src ="img/nst.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
118120 < div class ="middle ">
119- < a href ="https://github.com/dsgiitr/VisualML/neural_style_transfer ">
121+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ neural_style_transfer ">
120122 < button type ="button " class ="butn github "> Code</ button >
121123 </ a >
122124 < a href ="https://dsgiitr.github.io/neural-style-transfer-tfjs ">
@@ -126,9 +128,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
126128 </ div >
127129 < div class ="card-body ">
128130 < h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
129- < a >
130131 Neural Style Transfer
131- </ a >
132132 </ h4 >
133133 < p style ="font-family: 'Exo', sans-serif; text-align: center; ">
134134 Perform Neural Style Transfer on a variety of images.
@@ -141,7 +141,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
141141 < div class ="card-header box ">
142142 < img src ="img/ann.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
143143 < div class ="middle ">
144- < a href ="https://github.com/dsgiitr/VisualML/ANN ">
144+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ ANN ">
145145 < button type ="button " class ="butn github "> Code</ button >
146146 </ a >
147147 < a href ="https://dsgiitr.github.io/ann-demo ">
@@ -151,9 +151,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
151151 </ div >
152152 < div class ="card-body ">
153153 < h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
154- < a >
155154 Artificial Neural Network
156- </ a >
157155 </ h4 >
158156 < p style ="font-family: 'Exo', sans-serif; text-align: center; ">
159157 Train and Test an ANN and visualise its structure.
@@ -168,7 +166,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
168166 < div class ="card-header box ">
169167 < img src ="img/atn.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
170168 < div class ="middle ">
171- < a href ="https://github.com/dsgiitr/VisualML/Autoencoder ">
169+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ Autoencoder ">
172170 < button type ="button " class ="butn github "> Code</ button >
173171 </ a >
174172 < a href ="https://dsgiitr.github.io/autoencoder-demo ">
@@ -178,12 +176,10 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
178176 </ div >
179177 < div class ="card-body ">
180178 < h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
181- < a >
182179 Autoencoder
183- </ a >
184180 </ h4 >
185181 < p style ="font-family: 'Exo', sans-serif; text-align: center; ">
186- Train an Autoencoder and visualise its 2D Latent Space.
182+ Train an Autoencoder and visualise its Latent Space in 2D .
187183 </ p >
188184 </ div >
189185 </ div >
@@ -193,7 +189,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
193189 < div class ="card-header box ">
194190 < img src ="img/vg.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
195191 < div class ="middle ">
196- < a href ="https://github.com/dsgiitr/VisualML/vanishing_gradients ">
192+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ vanishing_gradients ">
197193 < button type ="button " class ="butn github "> Code</ button >
198194 </ a >
199195 < a href ="https://dsgiitr.github.io/vanishing-gradients-demo ">
@@ -203,9 +199,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
203199 </ div >
204200 < div class ="card-body ">
205201 < h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
206- < a >
207202 Vanishing Gradients
208- </ a >
209203 </ h4 >
210204 < p style ="font-family: 'Exo', sans-serif; text-align: center; ">
211205 Visualise how ReLU solves the problem of Vanishing Gradients.
@@ -218,7 +212,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
218212 < div class ="card-header box ">
219213 < img src ="img/svm.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
220214 < div class ="middle ">
221- < a href ="https://github.com/dsgiitr/VisualML/SVM ">
215+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ SVM ">
222216 < button type ="button " class ="butn github "> Code</ button >
223217 </ a >
224218 < a href ="https://dsgiitr.github.io/svm-demo ">
@@ -228,9 +222,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
228222 </ div >
229223 < div class ="card-body ">
230224 < h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
231- < a >
232225 Support Vector Machines
233- </ a >
234226 </ h4 >
235227 < p style ="font-family: 'Exo', sans-serif; text-align: center; ">
236228 Visualise the effects of kernels and parameters on a SVM.
@@ -245,7 +237,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
245237 < div class ="card-header box ">
246238 < img src ="img/pca.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
247239 < div class ="middle ">
248- < a href ="https://github.com/dsgiitr/VisualML/PCA ">
240+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ PCA ">
249241 < button type ="button " class ="butn github "> Code</ button >
250242 </ a >
251243 < a href ="https://dsgiitr.github.io/pca-demo ">
@@ -255,9 +247,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
255247 </ div >
256248 < div class ="card-body ">
257249 < h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
258- < a >
259250 Principal Components Analysis
260- </ a >
261251 </ h4 >
262252 < p style ="font-family: 'Exo', sans-serif; text-align: center; ">
263253 Visualise the principal components of different types of datasets.
@@ -270,7 +260,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
270260 < div class ="card-header box ">
271261 < img src ="img/lr.gif " style ="width:500px; " class ="img-fluid image " alt ="this is a title ">
272262 < div class ="middle ">
273- < a href ="https://github.com/dsgiitr/VisualML/Logistic Regression ">
263+ < a href ="https://github.com/dsgiitr/VisualML/tree/master/ Logistic Regression ">
274264 < button type ="button " class ="butn github "> Code</ button >
275265 </ a >
276266 < a href ="https://dsgiitr.github.io/logistic-regression-demo ">
@@ -280,9 +270,7 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
280270 </ div >
281271 < div class ="card-body ">
282272 < h4 style ="font-family: 'Exo', sans-serif; text-align: center; ">
283- < a >
284273 Logistic Regression
285- </ a >
286274 </ h4 >
287275 < p style ="font-family: 'Exo', sans-serif; text-align: center; ">
288276 Visualise the separation of classes using Logistic Regression.
@@ -355,6 +343,8 @@ <h4 style="font-family: 'Exo', sans-serif; text-align: center;">
355343 } ) ;
356344 new WOW ( ) . init ( ) ;
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359349
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