frontpage

static/frontpage/frontpage.html

@@ -215,16 +215,15 @@ <h2>Dive into Deep Learning</h2>
     <div align="left">
     <ul>
       <li>[Feb 2023]
-        The book is forthcoming on Cambridge University Press.
-        The Chinese version is the <a href="https://raw.githubusercontent.com/d2l-ai/d2l-zh/master/img/frontpage/jd-20230208-zh-6.png">best seller</a> in IT at the largest Chinese online bookstore.
+        The book is forthcoming on Cambridge University Press (<a href="https://www.amazon.com/Dive-into-Learning-Aston-Zhang/dp/1009389432/">order</a>).
+        The Chinese version is the <a href="https://raw.githubusercontent.com/d2l-ai/d2l-zh/master/img/frontpage/jd-2023020304-all-ai-zh-4.png">best seller</a> at the largest Chinese online bookstore.
         Follow D2L's <a href="https://github.com/d2l-ai/d2l-en">open-source project</a> for the latest updates.
       </li>
         <li> [Dec 2022] JAX implementation is available! New topics of <a href="chapter_reinforcement-learning/index.html">reinforcement learning</a>,
           <a href="chapter_gaussian-processes/index.html">Gaussian processes</a>, and
           <a href="chapter_hyperparameter-optimization/index.html">hyperparameter optimization</a> are added!
         <li> [Jul 2022] Check out our <a href="chapter_linear-regression/oo-design.html">new API</a>
             for implementation
-            (switch back to <a href="https://classic.d2l.ai/">classic API</a>)
             and new topics like
             generalization in <a href="chapter_linear-classification/generalization-classification.html">classification</a> and
             <a href="chapter_multilayer-perceptrons/generalization-deep.html">deep learning</a>,
@@ -1176,7 +1175,7 @@ <h2>D2L as a textbook or a reference book</h2>
     <!--end of the map-->
 
     <button class="collapsible">
-        <center>[+] <i>Click here to show the full list. </i></center>
+        <center>[+] <i>Click here to show the incomplete list. </i></center>
     </button>
     <div class="expansion">
     <div class="institute mdl-grid">
@@ -1595,11 +1594,12 @@ <h3>BibTeX entry for citing the book</h3>
       <div class="highlight-python notranslate">
         <div class="highlight">
           <tt>
-            <pre>@article{zhang2021dive,
+            <pre>@book{zhang2023dive,
     title={Dive into Deep Learning},
     author={Zhang, Aston and Lipton, Zachary C. and Li, Mu and Smola, Alexander J.},
-    journal={arXiv preprint arXiv:2106.11342},
-    year={2021}
+    publisher={Cambridge University Press},
+    note={\url{http://D2L.ai}},
+    year={2023}
 }</pre>
           </tt>
         </div>