diff --git a/docs/conf.py b/docs/conf.py
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+# Configuration file for the Sphinx documentation builder.
+#
+# For the full list of built-in configuration values, see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Project information -----------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
+
+project = 'sparsecoding'
+copyright = '2024, RCTN'
+author = 'RCTN'
+
+# -- General configuration ---------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
+
+extensions = [
+    'sphinx.ext.napoleon',
+    'sphinx.ext.autodoc',
+]
+
+templates_path = ['_templates']
+exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store']
+
+
+
+# -- Options for HTML output -------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
+
+html_theme = 'pydata_sphinx_theme'
+html_static_path = ['_static']
diff --git a/docs/index.rst b/docs/index.rst
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+++ b/docs/index.rst
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+.. sparsecoding documentation master file, created by
+   sphinx-quickstart on Fri Nov 15 13:23:58 2024.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+sparsecoding documentation
+==========================
+
+Add your content using ``reStructuredText`` syntax. See the
+`reStructuredText <https://www.sphinx-doc.org/en/master/usage/restructuredtext/index.html>`_
+documentation for details.
+
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Contents:
+   sparsecoding
+   sparsecoding.data
+   sparsecoding.priors
+   modules
+
diff --git a/docs/requirements.txt b/docs/requirements.txt
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+++ b/docs/requirements.txt
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+pydata-sphinx-theme
\ No newline at end of file