diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 00f99b080c143cc74960b5dac6043e54e38e9b5e..15985b8eb2a82b655f3b0dbd5d41d3c92463f090 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -13,8 +13,7 @@ build-and-test:
     - export EVALHYD_PYTHON_VENDOR_XTL=FALSE
     - export EVALHYD_PYTHON_VENDOR_XTENSOR=FALSE
     - export EVALHYD_PYTHON_VENDOR_XTENSOR_PYTHON=FALSE
-    # vendor evalhyd (while waiting for evalhyd to be uploaded to conda-forge)
-    - micromamba install --yes -c conda-forge git
+    # vendor evalhyd-cpp
     - export EVALHYD_PYTHON_VENDOR_EVALHYD_CPP=TRUE
     # print Python version
     - python --version
diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 0000000000000000000000000000000000000000..e2df79cc6db9ba0abee7f6121b04b95f6df9a7c1
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1 @@
+recursive-include deps *.*
diff --git a/changelog.rst b/changelog.rst
index 32f869242fb5a558dbf23d41e8ec56014816bc48..22ccf3e400f8e8fe65c40aacf7262f40a4a797e2 100644
--- a/changelog.rst
+++ b/changelog.rst
@@ -6,6 +6,16 @@
 
    Yet to be versioned and released. Only available from *dev* branch until then.
 
+v0.1.1.0
+--------
+
+Released on 2023-06-16.
+
+.. rubric:: Dependency changes
+
+* move to `evalhyd-cpp==0.1.1`
+  (`see changelog <https://hydrogr.github.io/evalhyd/cpp/changelog.html#v0-1-1>`_)
+
 v0.1.0.0
 --------
 
diff --git a/deps/evalhyd-cpp b/deps/evalhyd-cpp
index 5fd5811b75a849351002569dc196ea55aab906e0..1d815c6808c61511864b38cee7d8b03be1187cb8 160000
--- a/deps/evalhyd-cpp
+++ b/deps/evalhyd-cpp
@@ -1 +1 @@
-Subproject commit 5fd5811b75a849351002569dc196ea55aab906e0
+Subproject commit 1d815c6808c61511864b38cee7d8b03be1187cb8
diff --git a/evalhyd/version.py b/evalhyd/version.py
index 4f4f4229e6a5ee0683a3b13e34a2906e7538c79b..b52d80e26f84b062c2a19e801b9bcf746eb1e9cc 100644
--- a/evalhyd/version.py
+++ b/evalhyd/version.py
@@ -1,3 +1,3 @@
 
 
-__version__ = '0.1.0.0'
+__version__ = '0.1.1.0'
diff --git a/setup.py b/setup.py
index 34a97c7e5b2df5e7caa9b448c8fb5c14ae84bac3..202fc0bb23813e7cc29e9ad74cfb30d463293148 100644
--- a/setup.py
+++ b/setup.py
@@ -44,9 +44,21 @@ setup(
     version=__version__,
     author='Thibault Hallouin',
     author_email='thibault.hallouin@inrae.fr',
-    url='https://gitlab.irstea.fr/hycar-hydro/evalhyd/evalhyd-python',
+    download_url="https://pypi.python.org/pypi/evalhyd-python",
+    project_urls={
+        'Bug Tracker': 'https://gitlab.irstea.fr/HYCAR-Hydro/evalhyd/evalhyd-python/-/issues',
+        'Documentation': 'https://hydrogr.github.io/evalhyd/python',
+        'Source Code': 'https://gitlab.irstea.fr/hycar-hydro/evalhyd/evalhyd-python',
+    },
     description='Python bindings for EvalHyd',
     long_description='An evaluator for streamflow predictions.',
+    license="GPLv3",
+    classifiers=[
+        'Natural Language :: English',
+        'Intended Audience :: Science/Research',
+        'Topic :: Scientific/Engineering :: Hydrology',
+        'License :: OSI Approved :: GNU General Public License v3 (GPLv3)'
+    ],
     packages=["evalhyd"],
     ext_modules=ext_modules,
     cmdclass={'build_ext': build_ext},
diff --git a/tests/expected/evalp/AWI.csv b/tests/expected/evalp/AWI.csv
deleted file mode 100644
index 8b3b7e7f9598b23911dc06f440d71572b99b48e5..0000000000000000000000000000000000000000
--- a/tests/expected/evalp/AWI.csv
+++ /dev/null
@@ -1 +0,0 @@
-0.9821120161733,0.9880951944476
diff --git a/tests/expected/evalp/WSS.csv b/tests/expected/evalp/WSS.csv
deleted file mode 100644
index fd929dabd8f58354be587455dcbd4402d6a9f83d..0000000000000000000000000000000000000000
--- a/tests/expected/evalp/WSS.csv
+++ /dev/null
@@ -1 +0,0 @@
-0.6621887740287,0.4360388849930
diff --git a/tests/test_probabilist.py b/tests/test_probabilist.py
index c3adb76e0735535f7d240cd47e2566617fd84d8c..c47aaf29ebf8689d3695d9ff323c952f9af2c6af 100644
--- a/tests/test_probabilist.py
+++ b/tests/test_probabilist.py
@@ -24,7 +24,7 @@ _all_metrics = (
     # ranks-based
     'RANK_HIST', 'DS', 'AS',
     # intervals
-    'CR', 'AW', 'AWN', 'AWI', 'WS', 'WSS',
+    'CR', 'AW', 'AWN', 'WS',
     # multivariate
     'ES'
 )
@@ -82,7 +82,7 @@ class TestMetrics(unittest.TestCase):
         metric: (
             numpy.genfromtxt(f"./expected/evalp/{metric}.csv", delimiter=',')
             [numpy.newaxis, numpy.newaxis, numpy.newaxis, numpy.newaxis, ...]
-        ) for metric in ('CR', 'AW', 'AWN', 'AWI', 'WS', 'WSS')
+        ) for metric in ('CR', 'AW', 'AWN', 'WS')
     }
 
     expected_mvr = {