update intro page and tutorial dataset section

content/_config.yml

@@ -5,7 +5,7 @@
 
 #######################################################################################
 # Book settings
-title                       : "Introduction to brain encoding and decoding in fMRI"  # The title of the book. Will be placed in the left navbar.
+title                       : "Introduction to brain decoding in fMRI"  # The title of the book. Will be placed in the left navbar.
 author                      :   # The author of the book
 copyright                   : "2022"  # Copyright year to be placed in the footer
 logo                        : "../images/neurolibre-logo.png"  # A path to the book logo
@@ -30,7 +30,8 @@ html:
   google_analytics_id       : ""  # A GA id that can be used to track book views.
   home_page_in_navbar       : true  # Whether to include your home page in the left Navigation Bar
   baseurl                   : "https://main-educational.github.io/brain_encoding_decoding/"  # The base URL where your book will be hosted. Used for creating image previews and social links. e.g.: https://mypage.com/mybook/
-
+  comments:
+    hypothesis: true
 #######################################################################################
 # Launch button settings
 launch_buttons:
@@ -55,6 +56,39 @@ sphinx:
   config:
     html_js_files:
     - https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js
+    nb_custom_formats:
+      .Rmd:
+        - jupytext.reads
+        - fmt: Rmd
+    mathjax_config:
+      TeX:
+        Macros:
+          "N": "\\mathbb{N}"
+          "floor": ["\\lfloor#1\\rfloor", 1]
+          "bmat": ["\\left[\\begin{array}"]
+          "emat": ["\\end{array}\\right]"]
+    latex_elements:
+        preamble: |
+          \newcommand\N{\mathbb{N}}
+          \newcommand\floor[1]{\lfloor#1\rfloor}
+          \newcommand{\bmat}{\left[\begin{array}}
+          \newcommand{\emat}{\end{array}\right]}
+    intersphinx_mapping:
+      ebp:
+        - "https://executablebooks.org/en/latest/"
+        - null
+      myst-parser:
+        - "https://myst-parser.readthedocs.io/en/latest/"
+        - null
+      myst-nb:
+        - "https://myst-nb.readthedocs.io/en/latest/"
+        - null
+      sphinx:
+        - "https://www.sphinx-doc.org/en/master"
+        - null
+      nbformat:
+        - "https://nbformat.readthedocs.io/en/latest"
+        - null
 
 #######################################################################################
 # parse settings

content/conf.py

@@ -54,7 +54,7 @@
 #
 html_title = ""
 html_theme = "sphinx_book_theme"
-html_logo = "_static/cog_com_neuro_ml_dl.png"
+html_logo = "images/neurolibre_logo.png"
 html_theme_options = {
     "github_url": "https://github.com/main-educational/brain_encoding_decoding",
     "repository_url": "https://github.com/main-educational/brain_encoding_decoding",