diff --git a/neuralprophet/plot_model_parameters_matplotlib.py b/neuralprophet/plot_model_parameters_matplotlib.py
index cf70c85ca..097b3f3bc 100644
--- a/neuralprophet/plot_model_parameters_matplotlib.py
+++ b/neuralprophet/plot_model_parameters_matplotlib.py
@@ -265,9 +265,12 @@ def plot_trend(m, quantile, ax=None, plot_name="Trend", figsize=(10, 6), df_name
             trend_1 = trend_0
         else:
             if m.model.config_trend.trend_global_local == "local":
-                trend_1 = trend_0 + m.model.trend.trend_k0[quantile_index, m.model.id_dict[df_name]].detach().numpy()
+                trend_1 = (
+                    trend_0
+                    + m.model.trend.trend_k0[quantile_index, m.model.id_dict[df_name]].detach().numpy().squeeze()
+                )
             else:
-                trend_1 = trend_0 + m.model.trend.trend_k0[quantile_index, 0].detach().numpy()
+                trend_1 = trend_0 + m.model.trend.trend_k0[quantile_index, 0].detach().numpy().squeeze()
 
         data_params = m.config_normalization.get_data_params(df_name)
         shift = data_params["y"].shift
diff --git a/poetry.lock b/poetry.lock
index 920315607..2ba587b22 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -421,13 +421,13 @@ tutorials = ["flask", "flask-compress", "ipython", "ipywidgets", "jupyter", "tor
 
 [[package]]
 name = "certifi"
-version = "2023.5.7"
+version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"},
-    {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"},
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
 ]
 
 [[package]]
@@ -617,17 +617,17 @@ files = [
 
 [[package]]
 name = "comm"
-version = "0.1.3"
+version = "0.1.4"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "comm-0.1.3-py3-none-any.whl", hash = "sha256:16613c6211e20223f215fc6d3b266a247b6e2641bf4e0a3ad34cb1aff2aa3f37"},
-    {file = "comm-0.1.3.tar.gz", hash = "sha256:a61efa9daffcfbe66fd643ba966f846a624e4e6d6767eda9cf6e993aadaab93e"},
+    {file = "comm-0.1.4-py3-none-any.whl", hash = "sha256:6d52794cba11b36ed9860999cd10fd02d6b2eac177068fdd585e1e2f8a96e67a"},
+    {file = "comm-0.1.4.tar.gz", hash = "sha256:354e40a59c9dd6db50c5cc6b4acc887d82e9603787f83b68c01a80a923984d15"},
 ]
 
 [package.dependencies]
-traitlets = ">=5.3"
+traitlets = ">=4"
 
 [package.extras]
 lint = ["black (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
@@ -946,13 +946,13 @@ tests = ["asttokens", "littleutils", "pytest", "rich"]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.17.1"
+version = "2.18.0"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
-    {file = "fastjsonschema-2.17.1-py3-none-any.whl", hash = "sha256:4b90b252628ca695280924d863fe37234eebadc29c5360d322571233dc9746e0"},
-    {file = "fastjsonschema-2.17.1.tar.gz", hash = "sha256:f4eeb8a77cef54861dbf7424ac8ce71306f12cbb086c45131bcba2c6a4f726e3"},
+    {file = "fastjsonschema-2.18.0-py3-none-any.whl", hash = "sha256:128039912a11a807068a7c87d0da36660afbfd7202780db26c4aa7153cfdc799"},
+    {file = "fastjsonschema-2.18.0.tar.gz", hash = "sha256:e820349dd16f806e4bd1467a138dced9def4bc7d6213a34295272a6cac95b5bd"},
 ]
 
 [package.extras]
@@ -999,45 +999,45 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "fonttools"
-version = "4.41.0"
+version = "4.42.0"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "fonttools-4.41.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:69178674505ec81adf4af2a3bbacd0cb9a37ba7831bc3fca307f80e48ab2767b"},
-    {file = "fonttools-4.41.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:86edb95c4d1fe4fae2111d7e0c10c6e42b7790b377bcf1952303469eee5b52bb"},
-    {file = "fonttools-4.41.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50f8bdb421270f71b54695c62785e300fab4bb6127be40bf9f3084962a0c3adb"},
-    {file = "fonttools-4.41.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:c890061915e95b619c1d3cc3c107c6fb021406b701c0c24b03e74830d522f210"},
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+    {file = "fonttools-4.42.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:c8bf88f9e3ce347c716921804ef3a8330cb128284eb6c0b6c4b3574f3c580023"},
+    {file = "fonttools-4.42.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:703101eb0490fae32baf385385d47787b73d9ea55253df43b487c89ec767e0d7"},
+    {file = "fonttools-4.42.0-cp39-cp39-win32.whl", hash = "sha256:f0290ea7f9945174bd4dfd66e96149037441eb2008f3649094f056201d99e293"},
+    {file = "fonttools-4.42.0-cp39-cp39-win_amd64.whl", hash = "sha256:ae7df0ae9ee2f3f7676b0ff6f4ebe48ad0acaeeeaa0b6839d15dbf0709f2c5ef"},
+    {file = "fonttools-4.42.0-py3-none-any.whl", hash = "sha256:dfe7fa7e607f7e8b58d0c32501a3a7cac148538300626d1b930082c90ae7f6bd"},
+    {file = "fonttools-4.42.0.tar.gz", hash = "sha256:614b1283dca88effd20ee48160518e6de275ce9b5456a3134d5f235523fc5065"},
 ]
 
 [package.extras]
@@ -1354,13 +1354,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.0.0"
+version = "6.0.1"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.0.0-py3-none-any.whl", hash = "sha256:d952faee11004c045f785bb5636e8f885bed30dc3c940d5d42798a2a4541c185"},
-    {file = "importlib_resources-6.0.0.tar.gz", hash = "sha256:4cf94875a8368bd89531a756df9a9ebe1f150e0f885030b461237bc7f2d905f2"},
+    {file = "importlib_resources-6.0.1-py3-none-any.whl", hash = "sha256:134832a506243891221b88b4ae1213327eea96ceb4e407a00d790bb0626f45cf"},
+    {file = "importlib_resources-6.0.1.tar.gz", hash = "sha256:4359457e42708462b9626a04657c6208ad799ceb41e5c58c57ffa0e6a098a5d4"},
 ]
 
 [package.dependencies]
@@ -1383,13 +1383,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.24.0"
+version = "6.25.1"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1483,21 +1483,21 @@ files = [
 
 [[package]]
 name = "jedi"
-version = "0.18.2"
+version = "0.19.0"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+parso = ">=0.8.3,<0.9.0"
 
 [package.extras]
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-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
 testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
@@ -1519,13 +1519,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.18.4"
+version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1773,19 +1773,20 @@ matplotlib = "*"
 
 [[package]]
 name = "markdown"
-version = "3.4.3"
+version = "3.4.4"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 
 [package.extras]
+docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.0)", "mkdocs-nature (>=0.4)"]
 testing = ["coverage", "pyyaml"]
 
 [[package]]
@@ -2143,13 +2144,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.7.2"
+version = "7.7.3"
 description = "Converting Jupyter Notebooks"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2181,13 +2182,13 @@ webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.9.1"
+version = "5.9.2"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -2236,50 +2237,50 @@ sphinx = ">=1.8"
 
 [[package]]
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+version = "1.5.7"
 description = "Patch asyncio to allow nested event loops"
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 python-versions = ">=3.5"
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 [[package]]
 name = "numpy"
-version = "1.23.5"
-description = "NumPy is the fundamental package for array computing with Python."
+version = "1.24.4"
+description = "Fundamental package for array computing in Python"
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 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -2361,57 +2362,67 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "orjson"
-version = "3.9.2"
+version = "3.9.4"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
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+    {file = "orjson-3.9.4-cp39-cp39-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:2f57ccb50e9e123709e9f2d7b1a9e09e694e49d1fa5c5585e34b8e3f01929dc3"},
+    {file = "orjson-3.9.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5e876ef36801b3d4d3a4b0613b6144b0b47f13f3043fd1fcdfafd783c174b538"},
+    {file = "orjson-3.9.4-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:f009c1a02773bdecdd1157036918fef1da47f7193d4ad599c9edb1e1960a0491"},
+    {file = "orjson-3.9.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f0a4cf31bfa94cd235aa50030bef3df529e4eb2893ea6a7771c0fb087e4e53b2"},
+    {file = "orjson-3.9.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9c32dea3b27a97ac88783c1eb61ccb531865bf478a37df3707cbc96ca8f34a04"},
+    {file = "orjson-3.9.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:264637cad35a1755ab90a8ea290076d444deda20753e55a0eb75496a4645f7bc"},
+    {file = "orjson-3.9.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:a4f12e9ec62679c3f2717d9ec41b497a2c2af0b1361229db0dc86ef078a4c034"},
+    {file = "orjson-3.9.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:c4fcd1ac0b7850f85398fd9fdbc7150ac4e82d2ae6754cc6acaf49ca7c30d79a"},
+    {file = "orjson-3.9.4-cp39-none-win32.whl", hash = "sha256:b5b5038187b74e2d33e5caee8a7e83ddeb6a21da86837fa2aac95c69aeb366e6"},
+    {file = "orjson-3.9.4-cp39-none-win_amd64.whl", hash = "sha256:915da36bc93ef0c659fa50fe7939d4f208804ad252fc4fc8d55adbbb82293c48"},
+    {file = "orjson-3.9.4.tar.gz", hash = "sha256:a4c9254d21fc44526a3850355b89afd0d00ed73bdf902a5ab416df14a61eac6b"},
 ]
 
 [[package]]
@@ -2514,13 +2525,13 @@ testing = ["docopt", "pytest (<6.0.0)"]
 
 [[package]]
 name = "pathspec"
-version = "0.11.1"
+version = "0.11.2"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pathspec-0.11.1-py3-none-any.whl", hash = "sha256:d8af70af76652554bd134c22b3e8a1cc46ed7d91edcdd721ef1a0c51a84a5293"},
-    {file = "pathspec-0.11.1.tar.gz", hash = "sha256:2798de800fa92780e33acca925945e9a19a133b715067cf165b8866c15a31687"},
+    {file = "pathspec-0.11.2-py3-none-any.whl", hash = "sha256:1d6ed233af05e679efb96b1851550ea95bbb64b7c490b0f5aa52996c11e92a20"},
+    {file = "pathspec-0.11.2.tar.gz", hash = "sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3"},
 ]
 
 [[package]]
@@ -2630,18 +2641,18 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "3.9.1"
+version = "3.10.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "platformdirs-3.9.1-py3-none-any.whl", hash = "sha256:ad8291ae0ae5072f66c16945166cb11c63394c7a3ad1b1bc9828ca3162da8c2f"},
-    {file = "platformdirs-3.9.1.tar.gz", hash = "sha256:1b42b450ad933e981d56e59f1b97495428c9bd60698baab9f3eb3d00d5822421"},
+    {file = "platformdirs-3.10.0-py3-none-any.whl", hash = "sha256:d7c24979f292f916dc9cbf8648319032f551ea8c49a4c9bf2fb556a02070ec1d"},
+    {file = "platformdirs-3.10.0.tar.gz", hash = "sha256:b45696dab2d7cc691a3226759c0d3b00c47c8b6e293d96f6436f733303f77f6d"},
 ]
 
 [package.extras]
-docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
 [[package]]
 name = "plotly"
@@ -2843,13 +2854,13 @@ files = [
 
 [[package]]
 name = "pygments"
-version = "2.15.1"
+version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Pygments-2.15.1-py3-none-any.whl", hash = "sha256:db2db3deb4b4179f399a09054b023b6a586b76499d36965813c71aa8ed7b5fd1"},
-    {file = "Pygments-2.15.1.tar.gz", hash = "sha256:8ace4d3c1dd481894b2005f560ead0f9f19ee64fe983366be1a21e171d12775c"},
+    {file = "Pygments-2.16.1-py3-none-any.whl", hash = "sha256:13fc09fa63bc8d8671a6d247e1eb303c4b343eaee81d861f3404db2935653692"},
+    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
 ]
 
 [package.extras]
@@ -3142,13 +3153,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "referencing"
-version = "0.30.0"
+version = "0.30.2"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "referencing-0.30.0-py3-none-any.whl", hash = "sha256:c257b08a399b6c2f5a3510a50d28ab5dbc7bbde049bcaf954d43c446f83ab548"},
-    {file = "referencing-0.30.0.tar.gz", hash = "sha256:47237742e990457f7512c7d27486394a9aadaf876cbfaa4be65b27b4f4d47c6b"},
+    {file = "referencing-0.30.2-py3-none-any.whl", hash = "sha256:449b6669b6121a9e96a7f9e410b245d471e8d48964c67113ce9afe50c8dd7bdf"},
+    {file = "referencing-0.30.2.tar.gz", hash = "sha256:794ad8003c65938edcdbc027f1933215e0d0ccc0291e3ce20a4d87432b59efc0"},
 ]
 
 [package.dependencies]
@@ -3620,13 +3631,13 @@ test = ["flake8", "isort", "pytest"]
 
 [[package]]
 name = "tokenize-rt"
-version = "5.1.0"
+version = "5.2.0"
 description = "A wrapper around the stdlib `tokenize` which roundtrips."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tokenize_rt-5.1.0-py2.py3-none-any.whl", hash = "sha256:9b7bb843e77dd6ed0be5564bfaaba200083911e0497841cd3e9235a6a9794d74"},
-    {file = "tokenize_rt-5.1.0.tar.gz", hash = "sha256:08f0c2daa94c4052e53c2fcaa8e32585e6ae9bdfc800974092d031401694e002"},
+    {file = "tokenize_rt-5.2.0-py2.py3-none-any.whl", hash = "sha256:b79d41a65cfec71285433511b50271b05da3584a1da144a0752e9c621a285289"},
+    {file = "tokenize_rt-5.2.0.tar.gz", hash = "sha256:9fe80f8a5c1edad2d3ede0f37481cc0cc1538a2f442c9c2f9e4feacd2792d054"},
 ]
 
 [[package]]
@@ -3728,20 +3739,20 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.65.0"
+version = "4.65.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
-    {file = "tqdm-4.65.0.tar.gz", hash = "sha256:1871fb68a86b8fb3b59ca4cdd3dcccbc7e6d613eeed31f4c332531977b89beb5"},
+    {file = "tqdm-4.65.1-py3-none-any.whl", hash = "sha256:16181c62ad2c6f8f6f29876e66322faad1c7fd3cc70aa9cc25ff63e50d1da031"},
+    {file = "tqdm-4.65.1.tar.gz", hash = "sha256:2cb0075cc5269f8edac40bdeb757cc36ab5b6648caf014822b67e1a49fba141d"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
@@ -3862,17 +3873,17 @@ watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
 name = "wheel"
-version = "0.40.0"
+version = "0.41.1"
 description = "A built-package format for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "wheel-0.40.0-py3-none-any.whl", hash = "sha256:d236b20e7cb522daf2390fa84c55eea81c5c30190f90f29ae2ca1ad8355bf247"},
-    {file = "wheel-0.40.0.tar.gz", hash = "sha256:cd1196f3faee2b31968d626e1731c94f99cbdb67cf5a46e4f5656cbee7738873"},
+    {file = "wheel-0.41.1-py3-none-any.whl", hash = "sha256:473219bd4cbedc62cea0cb309089b593e47c15c4a2531015f94e4e3b9a0f6981"},
+    {file = "wheel-0.41.1.tar.gz", hash = "sha256:12b911f083e876e10c595779709f8a88a59f45aacc646492a67fe9ef796c1b47"},
 ]
 
 [package.extras]
-test = ["pytest (>=6.0.0)"]
+test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 
 [[package]]
 name = "xyzservices"
@@ -3993,4 +4004,4 @@ live = ["livelossplot"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.11"
-content-hash = "2c3104f591b22f6b474b6218b27a071cd1adbe7e12f464f6a4835556d2da19cc"
+content-hash = "0ace3ad607fe9fb536e5db87bff6a6af068f39689dfada89e8983d47658a7d8e"
diff --git a/pyproject.toml b/pyproject.toml
index 49ebf656c..85a7ebd25 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ python = ">=3.8,<3.11"
 captum = "^0.6.0"
 holidays = "^0.21"
 matplotlib = "^3.5.3"
-numpy = ">=1.22.0,<1.24.0"
+numpy = "^1.22.0"
 pandas = "^1.3.5"
 plotly = "^5.13.1"
 kaleido = "0.2.1"