Atcold · Atcold · May 23, 2020 · May 21, 2020
diff --git a/docs/_config.yml b/docs/_config.yml
@@ -24,7 +24,8 @@ defaults:
   - scope:
       path: "" # an empty string here means all files in the project
     values:
-      layout: "withmacros"
+      layout: "custom"
+      lecturer: "Yann LeCun"
 
 # For Maths
 markdown:            kramdown

diff --git a/docs/_layouts/withmacros.html → docs/_layouts/custom.html b/docs/_layouts/withmacros.html → docs/_layouts/custom.html
@@ -2,7 +2,7 @@
 layout: default
 ---
 
-<div hidden>
+<div style="display:none;">
     $$\gdef \sam #1 {\mathrm{softargmax}(#1)}$$
     $$\gdef \vect #1 {\boldsymbol{#1}} $$
     $$\gdef \matr #1 {\boldsymbol{#1}} $$
@@ -17,4 +17,13 @@
     $$\gdef \set #1 {\left\lbrace #1 \right\rbrace} $$
 </div>
 
+🎙️ <i>{{page.lecturer}}</i>
+
 {{ content }}
+
+<hr/>
+
+<!--Writing emoji is here but doesn't show up sometimes -->📝 <i>{{ page.authors }}</i>
+<br/>
+<i>{{ page.date }}</i>
+
diff --git a/docs/en/week01/01-3.md b/docs/en/week01/01-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.01-3
 title: Problem Motivation, Linear Algebra, and Visualization
+lecturer: Alfredo Canziani
 authors: Derek Yen, Tony Xu, Ben Stadnick, Prasanthi Gurumurthy
 ---
 

diff --git a/docs/en/week02/02-3.md b/docs/en/week02/02-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.02-3
 title: Artificial neural networks (ANNs)
+lecturer: Alfredo Canziani
 authors:
 date: 4 February 2020
 typora-root-url: 02-3

diff --git a/docs/en/week03/03-3.md b/docs/en/week03/03-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.03-3
 title: Properties of natural signals
+lecturer: Alfredo Canziani
 authors: Ashwin Bhola, Nyutian Long, Linfeng Zhang, and Poornima Haridas
 date: 15 February 2020
 ---

diff --git a/docs/en/week05/05-1.md b/docs/en/week05/05-1.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.05-1
 title: Optimisation Techniques I
+lecturer: Aaron Defazio
 authors: Vaibhav Gupta, Himani Shah, Gowri Addepalli, Lakshmi Addepalli
 date: 1 Mar 2020
 ---

diff --git a/docs/en/week05/05-2.md b/docs/en/week05/05-2.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.05-2
 title: Optimisation Techniques II
+lecturer: Aaron Defazio
 authors: Guido Petri, Haoyue Ping, Chinmay Singhal, Divya Juneja
 date: 29 February 2020
 ---

diff --git a/docs/en/week05/05-3.md b/docs/en/week05/05-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.05-3
 title: Understanding convolutions and automatic differentiation engine
+lecturer: Alfredo Canziani
 authors: Leyi Zhu, Siqi Wang, Tao Wang, Anqi Zhang
 date: 28 Feb 2020
 ---

diff --git a/docs/en/week06/06-3.md b/docs/en/week06/06-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.06-3
 title: Architecture of RNN and LSTM Model
+lecturer: Alfredo Canziani
 authors: Zhengyuan Ding, Biao Huang, Lin Jiang, Nhung Le
 date: 5 Mar 2020
 ---

diff --git a/docs/en/week07/07-3.md b/docs/en/week07/07-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.07-3
 title: Introduction to autoencoders
+lecturer: Alfredo Canziani
 authors: Xinmeng Li, Atul Gandhi, Li Jiang, Xiao Li
 date: 10 March 2020
 ---

diff --git a/docs/en/week08/08-3.md b/docs/en/week08/08-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.08-3
 title: Generative Models - Variational Autoencoders
+lecturer: Alfredo Canziani
 authors: Richard Pang, Aja Klevs, Hsin-Rung Chou, Mrinal Jain
 date: 27 March 2020
 ---

diff --git a/docs/en/week09/09-3.md b/docs/en/week09/09-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.09-3
 title: Generative Adversarial Networks
+lecturer: Alfredo Canziani
 authors: William Huang, Kunal Gadkar, Gaomin Wu, Lin Ye
 date: 5 April 2020
 ---

diff --git a/docs/en/week10/10-3.md b/docs/en/week10/10-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.10-3
 title: The Truck Backer-Upper
+lecturer: Alfredo Canziani
 authors: Muyang Jin, Jianzhi Li, Jing Qian, Zeming Lin
 date: 14 Apr 2020
 ---

diff --git a/docs/en/week11/11-3.md b/docs/en/week11/11-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.11-3
 title: Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic
+lecturer: Alfredo Canziani
 authors: Anuj Menta, Dipika Rajesh, Vikas Patidar, Mohith Damarapati
 date: 21 April 2020
 ---

diff --git a/docs/en/week12/12-1.md b/docs/en/week12/12-1.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.12-1
 title: Deep Learning for NLP
+lecturer: Matt Lewis
 authors: Jiayu Qiu, Yuhong Zhu, Lyuang Fu, Ian Leefmans
 date: May 2, 2020
 ---

diff --git a/docs/en/week12/12-2.md b/docs/en/week12/12-2.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.12-2
 title: Decoding Language Models
+lecturer: Matt Lewis
 authors: Trevor Mitchell, Andrii Dobroshynskyi,Shreyas Chandrakaladharan, Ben Wolfson
 date: 1 May 2020
 ---

diff --git a/docs/en/week12/12-3.md b/docs/en/week12/12-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.12-3
 title: Attention and the Transformer
+lecturer: Alfredo Canziani
 authors: Francesca Guiso, Annika Brundyn, Noah Kasmanoff, and Luke Martin
 date: 26 April 2020
 ---

diff --git a/docs/en/week13/13-1.md b/docs/en/week13/13-1.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.13-1
 title: Graph Convolution Networks I
+lecturer: Xavier Bresson
 authors: Bilal Munawar, Alexander Bienstock, Can Cui, Shaoling Chen
 date: 5 May 2020
 ---

diff --git a/docs/en/week13/13-2.md b/docs/en/week13/13-2.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.13-2
 title: Graph Convolutional Networks (GCNs) - An Insight
+lecturer: Xavier Bresson
 authors: Neil Menghani, Tejaishwarya Gagadam, Joshua Meisel and Jatin Khilnani
 date: 27 Apr 2020
 ---

diff --git a/docs/en/week13/13-3.md b/docs/en/week13/13-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.13-3
 title: Graph Convolutional Network
+lecturer: Alfredo Canziani
 authors: Go Inoue, Muhammad Osama Khan, Muhammad Shujaat Mirza, Muhammad Muneeb Afzal
 date: 5 May 2020
 ---

diff --git a/docs/en/week14/14-3.md b/docs/en/week14/14-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.14-3
 title: Overfitting and regularization
+lecturer: Alfredo Canziani
 authors: Karl Otness, Xiaoyi Zhang, Shreyas Chandrakaladharan, Chady Raach
 date: 12 May 2020
 ---

diff --git a/docs/es/week01/01-3.md b/docs/es/week01/01-3.md
@@ -2,6 +2,7 @@
 lang: es
 lang-ref: ch.01-3
 title: Motivación, Álgebra Lineal y Visualización 
+lecturer: Alfredo Canziani
 authors: Derek Yen, Tony Xu, Ben Stadnick, Prasanthi Gurumurthy
 date: 3 February 2020
 translation-date: 30 Mar 2020

diff --git a/docs/es/week02/02-3.md b/docs/es/week02/02-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.02-3
 title: Redes Neuronales Artificiales (ANNs)
+lecturer: Alfredo Canziani
 authors:
 date: 4 February 2020
 typora-root-url: 02-3

diff --git a/docs/es/week03/03-3.md b/docs/es/week03/03-3.md
@@ -2,6 +2,7 @@
 lang: es
 lang-ref: ch.03-3
 title: Propiedades de las señales naturales
+lecturer: Alfredo Canziani
 authors: Ashwin Bhola, Nyutian Long, Linfeng Zhang, and Poornima Haridas
 date: 15 February 2020
 translation-date: 02 Apr 2020

diff --git a/docs/es/week05/05-1.md b/docs/es/week05/05-1.md
@@ -2,6 +2,7 @@
 lang: es
 lang-ref: ch.05-1
 title: Técnicas de Optimización I
+lecturer: Aaron Defazio
 authors: Vaibhav Gupta, Himani Shah, Gowri Addepalli, Lakshmi Addepalli
 date: 03/01/2020
 translation-date: 25 Mar 2020

diff --git a/docs/es/week05/05-2.md b/docs/es/week05/05-2.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.05-2
 title: Técnicas de Optimización II
+lecturer: Aaron Defazio
 authors: Guido Petri, Haoyue Ping, Chinmay Singhal, Divya Juneja
 date: 29 Feb 2020
 lang: es

diff --git a/docs/es/week05/05-3.md b/docs/es/week05/05-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.05-3
 title: Entendiendo las convoluciones y el motor de diferenciación automática
+lecturer: Alfredo Canziani
 authors: Leyi Zhu, Siqi Wang, Tao Wang, Anqi Zhang
 date: 28 Feb 2020
 lang: es
@@ -11,6 +12,8 @@ translator: olivetom
 <!-- ---
 lang-ref: ch.05-3
 title: Understanding convolutions and automatic differentiation engine
+lecturer: Aaron Defazio
+lecturer: Alfredo Canziani
 authors: Leyi Zhu, Siqi Wang, Tao Wang, Anqi Zhang
 date: 28 Feb 2020
 --- -->

diff --git a/docs/es/week06/06-3.md b/docs/es/week06/06-3.md
@@ -2,6 +2,7 @@
 lang: es
 lang-ref: ch.06-3
 title: Arquitectura de las RNNs y modelos LSTM
+lecturer: Alfredo Canziani
 authors: Zhengyuan Ding, Biao Huang, Lin Jiang, Nhung Le
 date: 5 Mar 2020
 translation-date: 19 Apr 2020

diff --git a/docs/it/week01/01-3.md b/docs/it/week01/01-3.md
@@ -2,6 +2,7 @@
 lang-ref: ch.01-3
 lang: it
 title: Motivazione, Algebra Lineare, Visualizzazione
+lecturer: Alfredo Canziani
 authors: Derek Yen, Tony Xu, Ben Stadnick, Prasanthi Gurumurthy
 translation-date: 1 Apr 2020
 translator: Edoardo Gomba

diff --git a/docs/it/week02/02-3.md b/docs/it/week02/02-3.md
@@ -2,6 +2,7 @@
 lang-ref: ch.02-3
 lang: it
 title: Reti Neurali Artificiali (ANNs)
+lecturer: Alfredo Canziani
 authors:
 date: 4 February 2020
 translation-date: 30 Mar 2020

diff --git a/docs/it/week03/03-3.md b/docs/it/week03/03-3.md
@@ -2,6 +2,7 @@
 lang: it
 lang-ref: ch.03-3
 title: Proprietà dei segnali naturali
+lecturer: Alfredo Canziani
 authors: Ashwin Bhola, Nyutian Long, Linfeng Zhang, and Poornima Haridas
 date: 15 February 2020
 translation-date: 16 Apr 2020

diff --git a/docs/it/week05/05-1.md b/docs/it/week05/05-1.md
@@ -2,6 +2,7 @@
 lang: it
 lang-ref: ch.05-1
 title: Tecniche di ottimizzazione I
+lecturer: Aaron Defazio
 authors: Vaibhav Gupta, Himani Shah, Gowri Addepalli, Lakshmi Addepalli
 date: 1 Mar 2020
 translation-date: 10 Apr 2020

diff --git a/docs/it/week05/05-2.md b/docs/it/week05/05-2.md
@@ -2,6 +2,7 @@
 lang: it
 lang-ref: ch.05-2
 title: Tecniche di ottimizzazione II
+lecturer: Aaron Defazio
 authors: Guido Petri, Haoyue Ping, Chinmay Singhal, Divya Juneja
 date: 29 February 2020
 translation-date: 14 Apr 2020

diff --git a/docs/it/week05/05-3.md b/docs/it/week05/05-3.md
@@ -2,6 +2,7 @@
 lang: it
 lang-ref: ch.05-3
 title: Comprendere le convoluzioni e i meccanismi di differenziazione automatica
+lecturer: Alfredo Canziani
 authors: Leyi Zhu, Siqi Wang, Tao Wang, Anqi Zhang
 date: 28 Feb 2020
 translation-date: 19 Apr 2020

diff --git a/docs/it/week07/07-3.md b/docs/it/week07/07-3.md
@@ -2,6 +2,7 @@
 lang-ref: ch.07-3
 lang: it
 title: Introduzione agli autoencoder
+lecturer: Alfredo Canziani
 authors: Xinmeng Li, Atul Gandhi, Li Jiang, Xiao Li
 date: 10 March 2020
 translation-date: 27 Apr 2020

diff --git a/docs/ko/week01/01-3.md b/docs/ko/week01/01-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.01-3
 title: 선형대수학 및 데이터 시각화
+lecturer: Alfredo Canziani
 authors: Yunya Wang, SunJoo Park, Mark Estudillo, Justin Mae
 # date:
 lang: ko

diff --git a/docs/ko/week02/02-3.md b/docs/ko/week02/02-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.02-3
 title: 인공신경망<sup>Artificial neural networks (ANNs)</sup>
+lecturer: Alfredo Canziani
 authors:
 date: 4 February 2020
 lang: ko

diff --git a/docs/ko/week03/03-3.md b/docs/ko/week03/03-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.03-3
 title: 자연신호의 특징
+lecturer: Alfredo Canziani
 authors: Ashwin Bhola, Nyutian Long, Linfeng Zhang, and Poornima Haridas
 date: 07 Apr 2020
 lang: ko

diff --git a/docs/ko/week05/05-1.md b/docs/ko/week05/05-1.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.05-1
 title: 최적화 I
+lecturer: Aaron Defazio
 authors: Vaibhav Gupta, Himani Shah, Gowri Addepalli, Lakshmi Addepalli
 date: 03/01/2020
 lang: ko

diff --git a/docs/ko/week05/05-2.md b/docs/ko/week05/05-2.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.05-2
 title: 최적화 II
+lecturer: Aaron Defazio
 authors: Guido Petri, Haoyue Ping, Chinmay Singhal, Divya Juneja
 date: 29 February 2020
 lang: ko

diff --git a/docs/ko/week05/05-3.md b/docs/ko/week05/05-3.md
@@ -1,6 +1,7 @@
 ---
 lang-ref: ch.05-3
 title: 합성곱 이해와 자동 미분 엔진
+lecturer: Alfredo Canziani
 authors: Leyi Zhu, Siqi Wang, Tao Wang, Anqi Zhang
 date: 28 Feb 2020
 lang: ko

diff --git a/docs/ko/week06/06-3.md b/docs/ko/week06/06-3.md
@@ -2,6 +2,7 @@
 ---
 lang-ref: ch.06-3
 title: RNN과 LSTM 모델의 구조
+lecturer: Alfredo Canziani
 authors: Zhengyuan Ding, Biao Huang, Lin Jiang, Nhung Le
 date: 5 Mar 2020
 lang: ko

diff --git a/docs/zh/week02/02-3.md b/docs/zh/week02/02-3.md
@@ -2,6 +2,7 @@
 lang: zh
 lang-ref: ch.02-3
 title: 人工神经网络（ANNs）
+lecturer: Alfredo Canziani
 authors: Yunya Wang, SunJoo Park, Mark Estudillo, Justin Mae
 date: 27 Jan 2020
 translator: Titus Tzeng

diff --git a/docs/zh/week03/03-3.md b/docs/zh/week03/03-3.md
@@ -2,6 +2,7 @@
 lang: zh
 lang-ref: ch.03-3
 title: 神经信号的性质
+lecturer: Alfredo Canziani
 authors: Ashwin Bhola, Nyutian Long, Linfeng Zhang, and Poornima Haridas
 date: 15 Feb 2020
 translator: Matt Tso

diff --git a/docs/zh/week05/05-02.md b/docs/zh/week05/05-02.md
@@ -2,6 +2,7 @@
 lang: zh
 lang-ref: ch.05-2
 title: 优化方法
+lecturer: Aaron Defazio
 authors: Guido Petri, Haoyue Ping, Chinmay Singhal, Divya Juneja
 date: 29 February 2020
 translation-date: 11 April 2020

diff --git a/docs/zh/week05/05-1.md b/docs/zh/week05/05-1.md
@@ -2,6 +2,7 @@
 lang: zh
 lang-ref: ch.05-1
 title: 优化工具1
+lecturer: Aaron Defazio
 authors: Vaibhav Gupta, Himani Shah, Gowri Addepalli, Lakshmi Addepalli
 date: 1 Mar 2020
 translation-date: 27 Mar 2020