diff --git a/sci-libs/pybids/ChangeLog b/sci-libs/pybids/ChangeLog
new file mode 100644
index 0000000..2f0554a
--- /dev/null
+++ b/sci-libs/pybids/ChangeLog
@@ -0,0 +1,4 @@
+*pybids-0.11.1 (07 Sep 2020)
+
+  07 Sep 2020;  <chymera@gentoo.org> +metadata.xml, +pybids-0.11.1.ebuild:
+  sci-libs/pybids: version bump 0.11.1 ahead of Gentoo Science
diff --git a/sci-libs/pybids/Manifest b/sci-libs/pybids/Manifest
new file mode 100644
index 0000000..dad8db2
--- /dev/null
+++ b/sci-libs/pybids/Manifest
@@ -0,0 +1 @@
+DIST pybids-0.11.1.tar.gz 3026079 SHA256 a464d346e6149f94cf8356e72f979d539aee2831fe8b3090134f847b071cbe4b SHA512 bcc1cc3a06b6921e8336990e83e820439c217cfdce6aee3b4b93f2c1ee04acf0bf9009fa2fc80fd50cd59bd9b1a2a3ceb934589b5fd590612de386e91e4f7340 WHIRLPOOL f725019be3e8b7d8ea95848d5d9371b3de42cd791650050f5ce8b16e22e4185d3ef18853f19a3be0c6976ee79c4c1a5d99b55eab0d216aff83f0434e6fe874aa
diff --git a/sci-libs/pybids/metadata.xml b/sci-libs/pybids/metadata.xml
new file mode 100644
index 0000000..143b3ea
--- /dev/null
+++ b/sci-libs/pybids/metadata.xml
@@ -0,0 +1,20 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE pkgmetadata SYSTEM "http://www.gentoo.org/dtd/metadata.dtd">
+<pkgmetadata>
+	<maintainer type="person">
+		<email>horea.christ@gmail.com</email>
+		<name>Horea Christian</name>
+	</maintainer>
+	<maintainer type="project">
+		<email>sci@gentoo.org</email>
+		<name>Gentoo Science Project</name>
+	</maintainer>
+	<longdescription lang="en">
+		PyBIDS is a Python library to centralize interactions with datasets
+		conforming BIDS (Brain Imaging Data Structure) format. For more
+		information about BIDS visit http://bids.neuroimaging.io.
+	</longdescription>
+	<upstream>
+		<remote-id type="github">INCF/pybids</remote-id>
+	</upstream>
+</pkgmetadata>
diff --git a/sci-libs/pybids/pybids-0.11.1.ebuild b/sci-libs/pybids/pybids-0.11.1.ebuild
new file mode 100644
index 0000000..8b30eeb
--- /dev/null
+++ b/sci-libs/pybids/pybids-0.11.1.ebuild
@@ -0,0 +1,39 @@
+# Copyright 1999-2020 Gentoo Authors
+# Distributed under the terms of the GNU General Public License v2
+
+EAPI=7
+
+PYTHON_COMPAT=( python3_{6,7} )
+
+inherit distutils-r1
+
+DESCRIPTION="Python package to access BIDS datasets"
+HOMEPAGE="https://github.com/INCF/pybids"
+SRC_URI="https://github.com/INCF/pybids/archive/${PV}.tar.gz -> ${P}.tar.gz"
+
+LICENSE="MIT"
+SLOT="0"
+KEYWORDS="~amd64"
+IUSE="test"
+
+DEPEND=""
+RDEPEND="
+	dev-python/num2words[${PYTHON_USEDEP}]
+	dev-python/numpy[${PYTHON_USEDEP}]
+	dev-python/pandas[${PYTHON_USEDEP}]
+	dev-python/patsy[${PYTHON_USEDEP}]
+	dev-python/sqlalchemy[${PYTHON_USEDEP}]
+	sci-libs/bids-validator[${PYTHON_USEDEP}]
+	sci-libs/nibabel[${PYTHON_USEDEP}]
+	sci-libs/scipy[${PYTHON_USEDEP}]
+	"
+
+#RESTRICT="test"
+# Fails because fixtures are called directly
+# https://github.com/bids-standard/pybids/issues/289#issuecomment-476853673
+
+python_test() {
+	#rm bids/tests/test_config.py || die
+	distutils_install_for_testing
+	pytest -vv || die
+}