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       <a href="assignments2023/assignment1/">Assignment #1: Image Classification, kNN, SVM, Softmax, Fully Connected Neural Network</a>
     </div>
     <div class="materials-item">
-      (To be released) Assignment #2: Fully Connected and Convolutional Nets, Batch Normalization, Dropout, Pytorch &
+      Assignment #2: Fully Connected and Convolutional Nets, Batch Normalization, Dropout, Pytorch &
       Network Visualization
-      <!-- <a href="assignments2023/assignment2/">Assignment #2: Fully Connected and Convolutional Nets, Batch Normalization, Dropout, Pytorch & Network Visualization</a> -->
+      <a href="assignments2023/assignment2/">Assignment #2: Fully Connected and Convolutional Nets, Batch Normalization, Dropout, Pytorch & Network Visualization</a>
     </div>
     <div class="materials-item">
       (To be released) Assignment #3: Image Captioning with RNNs and Transformers, Network Visualization,