diff --git a/docs/src/advanced_topics.rst b/docs/advanced_topics.rst
similarity index 100%
rename from docs/src/advanced_topics.rst
rename to docs/advanced_topics.rst
diff --git a/docs/src/changelog.rst b/docs/changelog.rst
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rename from docs/src/changelog.rst
rename to docs/changelog.rst
diff --git a/docs/src/cli.rst b/docs/cli.rst
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rename from docs/src/cli.rst
rename to docs/cli.rst
diff --git a/docs/src/conf.py b/docs/conf.py
similarity index 99%
rename from docs/src/conf.py
rename to docs/conf.py
index a39b1f2..1aa7bed 100644
--- a/docs/src/conf.py
+++ b/docs/conf.py
@@ -1,3 +1,5 @@
+"""Docs config."""
+
 #!/usr/bin/env python
 #
 # python_boilerplate documentation build configuration file, created by
diff --git a/docs/src/contributing.rst b/docs/contributing.rst
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rename from docs/src/contributing.rst
rename to docs/contributing.rst
diff --git a/docs/src/index.rst b/docs/index.rst
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rename from docs/src/index.rst
rename to docs/index.rst
diff --git a/docs/src/pixel_classification.rst b/docs/pixel_classification.rst
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rename from docs/src/pixel_classification.rst
rename to docs/pixel_classification.rst
diff --git a/docs/src/references.bib b/docs/references.bib
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rename from docs/src/references.bib
rename to docs/references.bib
diff --git a/docs/src/auto/references.el b/docs/src/auto/references.el
deleted file mode 100644
index f2821da..0000000
--- a/docs/src/auto/references.el
+++ /dev/null
@@ -1,6 +0,0 @@
-(TeX-add-style-hook
- "references"
- (lambda ()
-   (LaTeX-add-bibitems
-    "yang2009tree"))
- :bibtex)
diff --git a/docs/src/train_test_split.rst b/docs/train_test_split.rst
similarity index 100%
rename from docs/src/train_test_split.rst
rename to docs/train_test_split.rst
diff --git a/docs/src/utils.rst b/docs/utils.rst
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rename from docs/src/utils.rst
rename to docs/utils.rst