diff --git a/QuadratiK/ui/pages/1_Normality_Test.py b/QuadratiK/ui/pages/1_Normality_Test.py
index b83f1fe..e7ad295 100644
--- a/QuadratiK/ui/pages/1_Normality_Test.py
+++ b/QuadratiK/ui/pages/1_Normality_Test.py
@@ -59,7 +59,9 @@ def run_normality_test(h_val, num_iter, b, x):
     "2. The file may contain a header (see image below for reference). If headers are present, check the box. The checkbox is selected by default."
 )
 st.write("3. Specify the separator or delimiter used; the default is a comma (,).")
-st.write("4. Once the data is uploaded, specify the values of bandwidth parameter, proportion of subsampling samples to be used, and number of iterations for critical value estimation. Default values are provided.")
+st.write(
+    "4. Once the data is uploaded, specify the values of bandwidth parameter, proportion of subsampling samples to be used, and number of iterations for critical value estimation. Default values are provided."
+)
 
 st.image(
     str(
diff --git a/QuadratiK/ui/pages/2_Two_Sample_Test.py b/QuadratiK/ui/pages/2_Two_Sample_Test.py
index e511d17..970a7c0 100644
--- a/QuadratiK/ui/pages/2_Two_Sample_Test.py
+++ b/QuadratiK/ui/pages/2_Two_Sample_Test.py
@@ -75,12 +75,18 @@ def run_twosample_test(h_val, num_iter, b, X, Y):
     st.code(code_R, language="r")
 
 st.subheader("Input Instructions", divider="grey")
-st.write("1. Upload the data file in .txt or .csv format for both the X and Y datasets.")
+st.write(
+    "1. Upload the data file in .txt or .csv format for both the X and Y datasets."
+)
 st.write(
     "2. The file may contain a header (see image below for reference). If headers are present, check the box. The checkbox is selected by default. Please ensure that both X and Y either contain headers or neither contain headers."
 )
-st.write("3. Specify the separator or delimiter used in both the X and Y datasets; the default is a comma (,).")
-st.write("4. Once the data files are uploaded, specify the values of bandwidth parameter, proportion of subsampling samples to be used, and number of iterations for critical value estimation. Default values are provided.")
+st.write(
+    "3. Specify the separator or delimiter used in both the X and Y datasets; the default is a comma (,)."
+)
+st.write(
+    "4. Once the data files are uploaded, specify the values of bandwidth parameter, proportion of subsampling samples to be used, and number of iterations for critical value estimation. Default values are provided."
+)
 
 st.image(
     str(
diff --git a/QuadratiK/ui/pages/3_K_Sample_Test.py b/QuadratiK/ui/pages/3_K_Sample_Test.py
index 87a18d2..234c8a8 100644
--- a/QuadratiK/ui/pages/3_K_Sample_Test.py
+++ b/QuadratiK/ui/pages/3_K_Sample_Test.py
@@ -69,13 +69,21 @@ def run_ksample_test(h_val, num_iter, b, X, y):
     st.code(code_R, language="r")
 
 st.subheader("Input Instructions", divider="grey")
-st.write("1. Upload the data file in .txt or .csv format for both the X and Y datasets.")
+st.write(
+    "1. Upload the data file in .txt or .csv format for both the X and Y datasets."
+)
 st.write(
     "2. The file may contain a header (see image below for reference). If headers are present, check the box. The checkbox is selected by default. Please ensure that both X and Y either contain headers or neither contain headers."
 )
-st.write("3. Specify the separator or delimiter used in both the X and Y datasets; the default is a comma (,).")
-st.write("4. Once the data is uploaded, specify the column in the data file that contains the labels.")
-st.write("5. Furthermore please specify the values of bandwidth parameter, proportion of subsampling samples to be used, and number of iterations for critical value estimation. Default values are provided.")
+st.write(
+    "3. Specify the separator or delimiter used in both the X and Y datasets; the default is a comma (,)."
+)
+st.write(
+    "4. Once the data is uploaded, specify the column in the data file that contains the labels."
+)
+st.write(
+    "5. Furthermore please specify the values of bandwidth parameter, proportion of subsampling samples to be used, and number of iterations for critical value estimation. Default values are provided."
+)
 
 st.image(
     str(
diff --git a/QuadratiK/ui/pages/5_Uniformity_Test.py b/QuadratiK/ui/pages/5_Uniformity_Test.py
index 3e8a73f..2cf9906 100644
--- a/QuadratiK/ui/pages/5_Uniformity_Test.py
+++ b/QuadratiK/ui/pages/5_Uniformity_Test.py
@@ -66,7 +66,7 @@ def run_uniformity_test(rho, num_iter, x):
     show(res_unif)
     """
     st.code(code_R, language="r")
-    
+
 st.subheader("Input Instructions", divider="grey")
 
 st.write("1. Upload the data file in .txt or .csv format.")
@@ -74,7 +74,9 @@ def run_uniformity_test(rho, num_iter, x):
     "2. The file may contain a header (see image below for reference). If headers are present, check the box. The checkbox is selected by default."
 )
 st.write("3. Specify the separator or delimiter used; the default is a comma (,).")
-st.write(r"4. Once the data is uploaded, specify the number of iterations for critical value estimation and concentration parameter ($\rho$). Default values are provided.")
+st.write(
+    r"4. Once the data is uploaded, specify the number of iterations for critical value estimation and concentration parameter ($\rho$). Default values are provided."
+)
 
 st.image(
     str(
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 459a1a6..ce46e2d 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -36,6 +36,8 @@
     "myst_parser",
 ]
 
+nbsphinx_execute = "always"
+
 myst_enable_extensions = [
     "amsmath",
     "attrs_inline",