diff --git a/.github/workflows/linters.yml b/.github/workflows/linters.yml
index 33390aed8..1bfa1994e 100644
--- a/.github/workflows/linters.yml
+++ b/.github/workflows/linters.yml
@@ -85,6 +85,6 @@ jobs:
         if: steps.poetry-cache.outputs.cache-hit != 'true'
         uses: snok/install-poetry@v1
       - name: Install dependencies
-        run: poetry install --no-interaction --with=docs,pyright
+        run: poetry install --no-interaction --with=linters --without=dev,docs,pytest,metrics
       - name: pyright
         uses: jakebailey/pyright-action@v1
diff --git a/.github/workflows/metrics.yml b/.github/workflows/metrics.yml
index 8037c87d8..2ea4c8fce 100644
--- a/.github/workflows/metrics.yml
+++ b/.github/workflows/metrics.yml
@@ -1,4 +1,4 @@
-name: model
+name: Measure Model Performance
 on:
   push:
     paths: # Run only when files under neuralprophet/ are modified
@@ -32,9 +32,9 @@ jobs:
       - name: Install Poetry
         uses: snok/install-poetry@v1
       - name: Install Dependencies
-        run: poetry install --no-interaction --no-root --without docs
+        run: poetry install --no-interaction --no-root --with=pytest,metrics --without=dev,docs,linters
       - name: Install Project
-        run: poetry install --no-interaction --without docs
+        run: poetry install --no-interaction --with=pytest,metrics --without=dev,docs,linters
       - name: Train model
         run: poetry run pytest tests/test_model_performance.py -n 1 --durations=0
       - name: Download metrics from main
diff --git a/.github/workflows/test-docs.yml b/.github/workflows/test-docs.yml
new file mode 100644
index 000000000..7093143c5
--- /dev/null
+++ b/.github/workflows/test-docs.yml
@@ -0,0 +1,33 @@
+name: Test build docs
+on:
+  push:
+    branches:
+      - main
+      - website
+  pull_request:
+    branches:
+      - main
+      - website
+
+defaults:
+  run:
+    shell: bash
+
+jobs:
+  docs:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+      - name: Install Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.12"
+      - name: Install Poetry
+        uses: abatilo/actions-poetry@v2
+      - name: Setup Pandoc
+        uses: r-lib/actions/setup-pandoc@v2
+      - name: Setup Requirements
+        run: poetry install  --no-interaction --with=docs --without=dev,pytest,metrics,linters
+      - name: Build with Sphinx
+        run: poetry run sphinx-build docs/source _site
\ No newline at end of file
diff --git a/.github/workflows/ci.yml b/.github/workflows/tests.yml
similarity index 58%
rename from .github/workflows/ci.yml
rename to .github/workflows/tests.yml
index 5e2c4f0b5..9f4635c81 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/tests.yml
@@ -1,25 +1,26 @@
-name: tests
+name: Pytest and Coverage
 on:
   push:
     branches:
       - main
-      - develop
   pull_request:
     branches:
       - main
-      - develop
 
 defaults:
   run:
     shell: bash
 
 jobs:
-  build:
+  tests:
     runs-on: ${{matrix.os}}
     strategy:
       matrix:
         os: [ubuntu-latest]
         python-version: ["3.9", "3.12"]
+        include:
+          - os: "ubuntu-22.04"
+            python-version: "3.10"
     env:
       POETRY_VIRTUALENVS_CREATE: false
     steps:
@@ -32,9 +33,9 @@ jobs:
       - name: Install Poetry
         uses: snok/install-poetry@v1
       - name: Install dependencies
-        run: poetry install --no-root --no-interaction --without docs
+        run: poetry install --no-root --no-interaction --with=dev,pytest --without=docs,metrics,linters
       - name: Install Project
-        run: poetry install --no-interaction --without docs
+        run: poetry install --no-interaction --with=dev,pytest --without=docs,metrics,linters
       - name: Pytest
         run: poetry run pytest tests -v -n auto --durations=0 --cov=./ --cov-report=xml
       - name: Upload coverage to codecov
@@ -44,21 +45,3 @@ jobs:
           files: ./coverage.xml
           name: Coverage Report with codecov overview
           verbose: true
-
-  docs:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v3
-      - name: Install Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: "3.12"
-      - name: Install Poetry
-        uses: abatilo/actions-poetry@v2
-      - name: Setup Pandoc
-        uses: r-lib/actions/setup-pandoc@v2
-      - name: Setup Requirements
-        run: poetry install  --no-interaction --with docs
-      - name: Build with Sphinx
-        run: poetry run sphinx-build docs/source _site
diff --git a/.github/workflows/website.yml b/.github/workflows/website.yml
index 9ce1d6f66..67971fc4a 100644
--- a/.github/workflows/website.yml
+++ b/.github/workflows/website.yml
@@ -38,7 +38,7 @@ jobs:
       - name: Setup Poetry
         uses: snok/install-poetry@v1
       - name: Setup Requirements
-        run: poetry install --with=docs
+        run: poetry install --with=docs --without=dev,pytest,metrics,linters
       - name: Build with Sphinx
         run: poetry run sphinx-build docs/source _site
       - name: Upload artifact
diff --git a/poetry.lock b/poetry.lock
index 0b483b636..54f5fed22 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -241,16 +241,10 @@ files = [
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-    {file = "black-24.2.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1e08fb9a15c914b81dd734ddd7fb10513016e5ce7e6704bdd5e1251ceee51ac9"},
     {file = "black-24.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:810d445ae6069ce64030c78ff6127cd9cd178a9ac3361435708b907d8a04c693"},
     {file = "black-24.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:ba15742a13de85e9b8f3239c8f807723991fbfae24bad92d34a2b12e81904982"},
-    {file = "black-24.2.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:7e53a8c630f71db01b28cd9602a1ada68c937cbf2c333e6ed041390d6968faf4"},
-    {file = "black-24.2.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:93601c2deb321b4bad8f95df408e3fb3943d85012dddb6121336b8e24a0d1218"},
     {file = "black-24.2.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a0057f800de6acc4407fe75bb147b0c2b5cbb7c3ed110d3e5999cd01184d53b0"},
     {file = "black-24.2.0-cp38-cp38-win_amd64.whl", hash = "sha256:faf2ee02e6612577ba0181f4347bcbcf591eb122f7841ae5ba233d12c39dcb4d"},
-    {file = "black-24.2.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:057c3dc602eaa6fdc451069bd027a1b2635028b575a6c3acfd63193ced20d9c8"},
-    {file = "black-24.2.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:08654d0797e65f2423f850fc8e16a0ce50925f9337fb4a4a176a7aa4026e63f8"},
     {file = "black-24.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ca610d29415ee1a30a3f30fab7a8f4144e9d34c89a235d81292a1edb2b55f540"},
     {file = "black-24.2.0-cp39-cp39-win_amd64.whl", hash = "sha256:4dd76e9468d5536abd40ffbc7a247f83b2324f0c050556d9c371c2b9a9a95e31"},
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@@ -629,63 +623,63 @@ test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "coverage"
-version = "7.4.2"
+version = "7.4.3"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pandas-2.2.1-cp39-cp39-win_amd64.whl", hash = "sha256:1ba21b1d5c0e43416218db63037dbe1a01fc101dc6e6024bcad08123e48004ab"},
+    {file = "pandas-2.2.1.tar.gz", hash = "sha256:0ab90f87093c13f3e8fa45b48ba9f39181046e8f3317d3aadb2fffbb1b978572"},
 ]
 
 [package.dependencies]
@@ -2536,6 +2530,7 @@ parquet = ["pyarrow (>=10.0.1)"]
 performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"]
 plot = ["matplotlib (>=3.6.3)"]
 postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"]
+pyarrow = ["pyarrow (>=10.0.1)"]
 spss = ["pyreadstat (>=1.2.0)"]
 sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"]
 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
@@ -3378,19 +3373,19 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "69.1.0"
+version = "69.1.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-69.1.0-py3-none-any.whl", hash = "sha256:c054629b81b946d63a9c6e732bc8b2513a7c3ea645f11d0139a2191d735c60c6"},
-    {file = "setuptools-69.1.0.tar.gz", hash = "sha256:850894c4195f09c4ed30dba56213bf7c3f21d86ed6bdaafb5df5972593bfc401"},
+    {file = "setuptools-69.1.1-py3-none-any.whl", hash = "sha256:02fa291a0471b3a18b2b2481ed902af520c69e8ae0919c13da936542754b4c56"},
+    {file = "setuptools-69.1.1.tar.gz", hash = "sha256:5c0806c7d9af348e6dd3777b4f4dbb42c7ad85b190104837488eab9a7c945cf8"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.1)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -4180,4 +4175,4 @@ plotly-resampler = ["plotly-resampler"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "7fc21714d2b2547884eb7514be43b7916f723b492f339a882521ce51052909a7"
+content-hash = "76f8a9aa49b88fd68090fdef697200d6ab2d133b9bacb27f360227ea98d57d2d"
diff --git a/pyproject.toml b/pyproject.toml
index b31dffe2b..cfe62544c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,11 +26,11 @@ torch = "^2.0.0"
 pytorch-lightning = "^1.9.4" # TODO: move to ^2.0.0
 tensorboard = "^2.11.2"
 torchmetrics = "^1.0.0"
-captum = ">=0.6.0"
 holidays = ">=0.41"
+captum = ">=0.6.0"
 matplotlib = "^3.5.3"
 plotly = "^5.13.1"
-nbformat = "^5.8.0"
+kaleido = "0.2.1" # required for plotly static image export
 plotly-resampler = { version = "^0.9.2", python = "<3.12", optional = true }
 livelossplot = { version = ">=0.5.5", optional = true }
 
@@ -38,18 +38,19 @@ livelossplot = { version = ">=0.5.5", optional = true }
 plotly-resampler = ["plotly-resampler"]
 live = ["livelossplot"]
 
-[tool.poetry.group.dev.dependencies]
-black = { extras = ["jupyter"], version = "^24.1.0" }
-flake8 = "^7.0.0"
-isort = "^5.12.0"
+[tool.poetry.group.dev.dependencies] # For dev involving notebooks
+ipykernel = "^6.29.2"
+nbformat = "^5.8.0"
+
+[tool.poetry.group.pytest] # pytest dev setup and CI
+optional = true
+
+[tool.poetry.group.pytest.dependencies] 
 pytest = "^8.0.0"
 pytest-xdist = "^3.1.0"
 pytest-cov = "^4.1.0"
-kaleido = "0.2.1" # required for plotly static image export
-tabulate = "^0.9.0" # Used in model metrics CI only; md export for github-actions bot
-ipykernel = "^6.29.2"
 
-[tool.poetry.group.docs]
+[tool.poetry.group.docs] # for building docs; and testing docs CI
 optional = true
 
 [tool.poetry.group.docs.dependencies]
@@ -60,11 +61,20 @@ sphinx = "^7.0.0"
 sphinx-fontawesome = "^0.0.6"
 furo = "^2024.1.29"
 
-[tool.poetry.group.pyright]
+[tool.poetry.group.metrics] # for metrics CI
 optional = true
 
-[tool.poetry.group.pyright.dependencies]
+[tool.poetry.group.metrics.dependencies]
+tabulate = "^0.9.0" # Used in model metrics CI only; md export for github-actions bot
+
+[tool.poetry.group.linters] # for linters CI
+optional = true
+
+[tool.poetry.group.linters.dependencies]
+black = { extras = ["jupyter"], version = "^24.1.0" }
+isort = "^5.12.0"
 pandas-stubs = "^2.0"
+flake8 = "^7.0.0"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/scripts/setup.sh b/scripts/setup.sh
deleted file mode 100755
index c31b8c4d0..000000000
--- a/scripts/setup.sh
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/bin/sh
-
-echo "Setting up the environment..."
-python3 -m venv .venv
-
-echo "Activating the environment..."
-source .venv/bin/activate
-
-echo "Installing dependencies..."
-pip install -U pip
-pip install -e .[dev]