From 7fa51a4fe47e42ac5f72c8ab35deecd396928e2a Mon Sep 17 00:00:00 2001
From: Adrian Garcia Badaracco <1755071+adriangb@users.noreply.github.com>
Date: Sun, 24 Jan 2021 04:21:16 -0600
Subject: [PATCH] DOC: Fix Colab links (#178)

---
 docs/source/notebooks/AutoEncoders.md               | 6 +++---
 docs/source/notebooks/Basic_Usage.md                | 2 +-
 docs/source/notebooks/Benchmarks.md                 | 2 +-
 docs/source/notebooks/DataTransformers.md           | 2 +-
 docs/source/notebooks/MLPClassifier_MLPRegressor.md | 2 +-
 docs/source/notebooks/Meta_Estimators.md            | 2 +-
 6 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/docs/source/notebooks/AutoEncoders.md b/docs/source/notebooks/AutoEncoders.md
index c6632087c..5b7aa7810 100644
--- a/docs/source/notebooks/AutoEncoders.md
+++ b/docs/source/notebooks/AutoEncoders.md
@@ -14,7 +14,7 @@ jupyter:
 ---
 
 <!-- #raw -->
-<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/master/notebooks/AutoEncoders.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
+<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/heads/master/notebooks/AutoEncoders.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
 <!-- #endraw -->
 
 # Autoencoders in SciKeras
@@ -25,9 +25,9 @@ Autencoders are an approach to use nearual networks to distill data into it's mo
 
 * [1. Setup](#1.-Setup)
 * [2. Data](#2.-Data)
-* [3. Define Keras Model](#3.-Define-keras-model)
+* [3. Define Keras Model](#3.-Define-Keras-Model)
 * [4. Training](#4.-Training)
-* [5. Explore Results](#5.-Explore-results)
+* [5. Explore Results](#5.-Explore-Results)
 
 ## 1. Setup
 
diff --git a/docs/source/notebooks/Basic_Usage.md b/docs/source/notebooks/Basic_Usage.md
index 83ac657ac..0d0bd1a92 100644
--- a/docs/source/notebooks/Basic_Usage.md
+++ b/docs/source/notebooks/Basic_Usage.md
@@ -14,7 +14,7 @@ jupyter:
 ---
 
 <!-- #raw -->
-<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/master/notebooks/Basic_Usage.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
+<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/heads/master/notebooks/Basic_Usage.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
 <!-- #endraw -->
 
 # Basic usage
diff --git a/docs/source/notebooks/Benchmarks.md b/docs/source/notebooks/Benchmarks.md
index ca747d253..395676fb7 100644
--- a/docs/source/notebooks/Benchmarks.md
+++ b/docs/source/notebooks/Benchmarks.md
@@ -14,7 +14,7 @@ jupyter:
 ---
 
 <!-- #raw -->
-<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/master/notebooks/Benchmarks.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
+<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/heads/master/notebooks/Benchmarks.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
 <!-- #endraw -->
 
 # SciKeras Benchmarks
diff --git a/docs/source/notebooks/DataTransformers.md b/docs/source/notebooks/DataTransformers.md
index 0f9de69a6..a8b026f62 100644
--- a/docs/source/notebooks/DataTransformers.md
+++ b/docs/source/notebooks/DataTransformers.md
@@ -14,7 +14,7 @@ jupyter:
 ---
 
 <!-- #raw -->
-<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/master/notebooks/DataTransformers.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
+<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/heads/master/notebooks/DataTransformers.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
 <!-- #endraw -->
 
 # Data Transformers
diff --git a/docs/source/notebooks/MLPClassifier_MLPRegressor.md b/docs/source/notebooks/MLPClassifier_MLPRegressor.md
index b10017b39..18e75bdfe 100644
--- a/docs/source/notebooks/MLPClassifier_MLPRegressor.md
+++ b/docs/source/notebooks/MLPClassifier_MLPRegressor.md
@@ -14,7 +14,7 @@ jupyter:
 ---
 
 <!-- #raw -->
-<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/master/notebooks/MLPClassifier_MLPRegressor.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
+<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/heads/master/notebooks/MLPClassifier_MLPRegressor.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
 <!-- #endraw -->
 
 # MLPClassifier and MLPRegressor in SciKeras
diff --git a/docs/source/notebooks/Meta_Estimators.md b/docs/source/notebooks/Meta_Estimators.md
index 7a564384b..b71edaeb5 100644
--- a/docs/source/notebooks/Meta_Estimators.md
+++ b/docs/source/notebooks/Meta_Estimators.md
@@ -14,7 +14,7 @@ jupyter:
 ---
 
 <!-- #raw -->
-<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/master/notebooks/Meta_Estimators.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
+<a href="https://colab.research.google.com/github/adriangb/scikeras/blob/docs-deploy/refs/heads/master/notebooks/Meta_Estimators.ipynb"><img src="https://www.tensorflow.org/images/colab_logo_32px.png">Run in Google Colab</a>
 <!-- #endraw -->
 
 # Meta Estimators in SciKeras