diff --git a/docs/index.rst b/docs/index.rst
index 1911051..c015053 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -3,7 +3,7 @@
    You can adapt this file completely to your liking, but it should at least
    contain the root `toctree` directive.
 
-EOGLearn: A Machine Learnign Library for Denoising EOG artifact from EEG data
+EOGLearn: A Machine Learning Library for Denoising EOG artifact from EEG data
 =============================================================================
 
 EOGLearn is a python package for denoising EOG artifact from EEG data. It currently
diff --git a/requirements_doc.txt b/requirements_doc.txt
deleted file mode 100644
index 8ce8a94..0000000
--- a/requirements_doc.txt
+++ /dev/null
@@ -1,9 +0,0 @@
-numpydoc
-shibuya
-sphinx
-sphinxcontrib-bibtex
-sphinx-copybutton
-sphinxemoji
-sphinx-design
-sphinx-gallery
-sphinx-issues
\ No newline at end of file