Update

Author: noahho

docs/getting_started/getting_started.md

@@ -1,34 +1,24 @@
-You can access our models through our API (https://github.com/automl/tabpfn-client) or via our user interface built on top of the API (https://www.priorlabs.ai/tabpfn-gui).
-We will release open weights models soon, currently we are available via api and via our user interface built on top of the API.
+You can access our models through our API (https://github.com/automl/tabpfn-client) or via our user interface built on top of the API (https://www.ux.priorlabs.ai/).
 
 === "Python API Client (No GPU, Online)"
 
     ```bash
     pip install tabpfn-client
     ```
-    
-    To log into your account, create an account through our website or through the programmatic interface. Then log into that account by setting the token with
-    
-    ```python
-	from tabpfn_client import config
-	
-	# Retrieve Token
-	with open(config.g_tabpfn_config.user_auth_handler.CACHED_TOKEN_FILE, 'r') as file:
-	    token = file.read()
-	print(f"TOKEN: {token}")
-	from tabpfn_client import config
-	
-	# Set Token
-	service_client = config.ServiceClient()
-	config.g_tabpfn_config.user_auth_handler = config.UserAuthenticationClient(service_client=service_client)
-	user_auth = config.g_tabpfn_config.user_auth_handler.set_token(token)
-    ```
 
 === "Python Local (GPU)"
 
-    !!! warning
-        Not released yet
+    ```bash
+    pip install tabpfn
+    ```
 
 === "Web Interface"
 
-    You can access our models through our Interface at [Prior Labs](https://www.ux.priorlabs.ai/).
+    You can access our models through our Interface [here](https://www.ux.priorlabs.ai/).
+
+=== "R"
+
+    !!! warning
+        R support is currently under development.
+        You can find a work in progress at [TabPFN R](https://github.com/robintibor/R-tabpfn).
+        Looking for contributors!

docs/getting_started/install.md

@@ -1,5 +1,10 @@
 # Usage tips
 
+!!! note
+    For a simple example getting started with classification see [classification tutorial](../tutorials/classification.md).
+
+    We provide a comprehensive demo notebook that guides through installation and functionalities at [Interactive Colab Tutorial (with GPU usage)](https://tinyurl.com/tabpfn-colab-local) and [Interactive Colab Tutorial (without GPU usage)](https://tinyurl.com/tabpfn-colab-online).
+
 ### When to use TabPFN
 
 TabPFN excels in handling small to medium-sized datasets with up to 10,000 samples and 500 features. For larger datasets, approaches such as CatBoost, XGB, or AutoGluon are likely to outperform TabPFN.

docs/getting_started/intended_use.md

@@ -14,6 +14,13 @@
   --md-primary-fg-color--light: #4ECDC4;
   --md-accent-fg-color: #9c27b0;
   --md-accent-fg-color--transparent: #9c27b010;
+
+    --md-typeset-a-color: #2196f3;         /* Brighter blue for normal links */
+    --md-typeset-a-color--hover: #64b5f6;  /* Even brighter blue for hover state */
+}
+
+.md-typeset a {
+    color: #2196f3;
 }
 
 .md-typeset h1 {

docs/stylesheets/extra.css

@@ -95,6 +95,7 @@ nav:
   - Home: index.md # Includes link to 
   - Getting Started:
     - Installation: getting_started/install.md
+    - Intended Use: getting_started/intended_use.md
     - API Usage Guide: getting_started/api.md
   - Tutorials:
     - Classification: tutorials/classification.md

mkdocs.yml

@@ -292,6 +292,8 @@
 
 
 
+        
+      
 
 
 
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+    <li class="md-nav__item">
+      <a href="/getting_started/intended_use/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    Intended Use
+  </span>
+  
+
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+    </li>
+  
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+            
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site/404.html

@@ -297,6 +297,8 @@
 
 
 
+        
+      
 
 
 
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+    <li class="md-nav__item">
+      <a href="../getting_started/intended_use/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    Intended Use
+  </span>
+  
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+    </li>
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site/aup/index.html

@@ -297,6 +297,8 @@
 
 
 
+        
+      
 
 
 
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+    <li class="md-nav__item">
+      <a href="../getting_started/intended_use/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    Intended Use
+  </span>
+  
+
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site/cla/index.html

@@ -297,6 +297,8 @@
 
 
 
+        
+      
 
 
 
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+    <li class="md-nav__item">
+      <a href="../getting_started/intended_use/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    Intended Use
+  </span>
+  
+
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+    </li>
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site/contribute/index.html

@@ -297,6 +297,8 @@
 
 
 
+        
+      
 
 
 
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+    <li class="md-nav__item">
+      <a href="../getting_started/intended_use/" class="md-nav__link">
+        
+  
+  <span class="md-ellipsis">
+    Intended Use
+  </span>
+  
+
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+    </li>
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