From 1a3e38be81adb515a31760e9e7efa9e097694d15 Mon Sep 17 00:00:00 2001
From: Supravisor <153783117+Supravisor@users.noreply.github.com>
Date: Thu, 8 Oct 2026 15:40:14 +1300
Subject: [PATCH 1/3] add input function button

---
 index.htm | 1 +
 1 file changed, 1 insertion(+)

diff --git a/index.htm b/index.htm
index 86b13d4..1f7b67e 100644
--- a/index.htm
+++ b/index.htm
@@ -36,6 +36,7 @@ <h2>Linear regression</h2>
 
   <p>
     <input type="button" class="btn btn-success" value="list of features" onclick="document.editor.textbox.value+='\nCATEGORICAL_COLUMNS = [\'sex\', \'n_siblings_spouses\',\n    \'parch\', \'class\', \'deck\',\n    \'embark_town\', \'alone\']\n\nNUMERIC_COLUMNS = [\'age\', \'fare\']\n\nfeature_columns = []\nfor feature_name in CATEGORICAL_COLUMNS:\n    vocabulary = dftrain[feature_name].unique()  # gets a list of all unique values from given feature column\n    feature_columns.append(tf.feature_column.categorical_column_with_vocabulary_list(feature_name, vocabulary))\n\nfor feature_name in NUMERIC_COLUMNS:\n    feature_columns.append(tf.feature_column.numeric_column(feature_name, dtype=tf.float32))\n'" />
+    <input type="button" class="btn btn-success" value="input function" onclick="document.editor.textbox.value+=''" />
   </p>
 
 </div>

From 860bf6ec6286dd811d214cde8a4cd1423c438b20 Mon Sep 17 00:00:00 2001
From: Supravisor <153783117+Supravisor@users.noreply.github.com>
Date: Thu, 8 Oct 2026 15:42:31 +1300
Subject: [PATCH 2/3] add make_input_fn function

---
 index.htm | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/index.htm b/index.htm
index 1f7b67e..e2f5846 100644
--- a/index.htm
+++ b/index.htm
@@ -36,7 +36,7 @@ <h2>Linear regression</h2>
 
   <p>
     <input type="button" class="btn btn-success" value="list of features" onclick="document.editor.textbox.value+='\nCATEGORICAL_COLUMNS = [\'sex\', \'n_siblings_spouses\',\n    \'parch\', \'class\', \'deck\',\n    \'embark_town\', \'alone\']\n\nNUMERIC_COLUMNS = [\'age\', \'fare\']\n\nfeature_columns = []\nfor feature_name in CATEGORICAL_COLUMNS:\n    vocabulary = dftrain[feature_name].unique()  # gets a list of all unique values from given feature column\n    feature_columns.append(tf.feature_column.categorical_column_with_vocabulary_list(feature_name, vocabulary))\n\nfor feature_name in NUMERIC_COLUMNS:\n    feature_columns.append(tf.feature_column.numeric_column(feature_name, dtype=tf.float32))\n'" />
-    <input type="button" class="btn btn-success" value="input function" onclick="document.editor.textbox.value+=''" />
+    <input type="button" class="btn btn-success" value="input function" onclick="document.editor.textbox.value+='\ndef make_input_fn(data_df, label_df, num_epochs=10, shuffle=True, batch_size=32):'" />
   </p>
 
 </div>

From a2a1d4bc694cb76197cef696664be626c99105e3 Mon Sep 17 00:00:00 2001
From: Supravisor <153783117+Supravisor@users.noreply.github.com>
Date: Thu, 8 Oct 2026 15:44:17 +1300
Subject: [PATCH 3/3] add input_function function

---
 index.htm | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/index.htm b/index.htm
index e2f5846..64c8b10 100644
--- a/index.htm
+++ b/index.htm
@@ -36,7 +36,7 @@ <h2>Linear regression</h2>
 
   <p>
     <input type="button" class="btn btn-success" value="list of features" onclick="document.editor.textbox.value+='\nCATEGORICAL_COLUMNS = [\'sex\', \'n_siblings_spouses\',\n    \'parch\', \'class\', \'deck\',\n    \'embark_town\', \'alone\']\n\nNUMERIC_COLUMNS = [\'age\', \'fare\']\n\nfeature_columns = []\nfor feature_name in CATEGORICAL_COLUMNS:\n    vocabulary = dftrain[feature_name].unique()  # gets a list of all unique values from given feature column\n    feature_columns.append(tf.feature_column.categorical_column_with_vocabulary_list(feature_name, vocabulary))\n\nfor feature_name in NUMERIC_COLUMNS:\n    feature_columns.append(tf.feature_column.numeric_column(feature_name, dtype=tf.float32))\n'" />
-    <input type="button" class="btn btn-success" value="input function" onclick="document.editor.textbox.value+='\ndef make_input_fn(data_df, label_df, num_epochs=10, shuffle=True, batch_size=32):'" />
+    <input type="button" class="btn btn-success" value="input function" onclick="document.editor.textbox.value+='\ndef make_input_fn(data_df, label_df, num_epochs=10, shuffle=True, batch_size=32):\n    def input_function():'" />
   </p>
 
 </div>