diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..7e6c742
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,14 @@
+version: 2
+updates:
+  # Maintain dependencies for GitHub Actions
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "friday"
+
+  - package-ecosystem: "uv"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+      day: "friday"
diff --git a/.github/workflows/code_style.yml b/.github/workflows/code_style.yml
new file mode 100644
index 0000000..cc0fdde
--- /dev/null
+++ b/.github/workflows/code_style.yml
@@ -0,0 +1,36 @@
+name: Lint and Format
+
+on:
+  push:
+    branches: [ main ]
+
+  pull_request:
+    branches: [ main ]
+    paths: [ '**/*.py' ]
+
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}/${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  python-format:
+    name: Ruff Lint and Format
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout Repository
+        uses: actions/checkout@v6
+
+      - name: Setup Ruff
+        uses: astral-sh/ruff-action@v3
+        with:
+          args: --version
+
+      - name: Enforce Lint
+        run: ruff check .
+
+      - name: Enforce Format
+        run: |
+          ruff format --diff .
diff --git a/.github/workflows/code_test.yml b/.github/workflows/code_test.yml
new file mode 100644
index 0000000..1dd8d3b
--- /dev/null
+++ b/.github/workflows/code_test.yml
@@ -0,0 +1,96 @@
+name: Code Test
+
+on:
+  push:
+    branches: [ main ]
+
+  pull_request:
+    branches: [ main ]
+
+  workflow_dispatch:
+  workflow_call:
+    outputs:
+      artifact_name:
+        value: ${{ jobs.fresh_build.outputs.artifact_name }}
+      artifact_run_id:
+        value: ${{ jobs.fresh_build.outputs.run_id }}
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+
+  setup:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Fetch Supported Python
+        id: fetch-versions
+        run: |
+          versions=$(curl -fsSL https://endoflife.date/api/v1/products/python/ \
+                     | jq '[ .result.releases[] | select(.isEol == false) | .label ]')
+
+          echo "supported_versions=$(echo $versions |jq -c '.')"        >> $GITHUB_OUTPUT
+          echo "bound_versions=$(echo $versions |jq -c '[.[0],.[-1]]')" >> $GITHUB_OUTPUT
+
+    outputs:
+      supported_versions: ${{ steps.fetch-versions.outputs.supported_versions }}
+      bound_versions: ${{ steps.fetch-versions.outputs.bound_versions }}
+
+  fresh_build:
+    uses: ./.github/workflows/dist_build.yml
+
+  testing:
+    runs-on: ${{ matrix.os }}
+
+    permissions:
+      id-token: write  # for working of oidc of codecov
+
+    strategy:
+      matrix:
+        os: [ ubuntu-latest ]
+        py-version: ${{ fromJson(needs.setup.outputs.supported_versions) }}
+        include:
+          - os: windows-latest
+            py-version: ${{ fromJson(needs.setup.outputs.bound_versions)[0] }}
+          - os: windows-latest
+            py-version: ${{ fromJson(needs.setup.outputs.bound_versions)[1] }}
+          - os: macos-latest
+            py-version: ${{ fromJson(needs.setup.outputs.bound_versions)[0] }}
+          - os: macos-latest
+            py-version: ${{ fromJson(needs.setup.outputs.bound_versions)[1] }}
+
+    needs:
+      - fresh_build
+      - setup
+
+    steps:
+      - uses: actions/checkout@v6
+
+      - name: Download Build Artifacts
+        uses: actions/download-artifact@v7
+        with:
+          name: ${{ needs.fresh_build.outputs.artifact_name }}
+          run-id: ${{ needs.fresh_build.outputs.run_id }}
+          path: ./dist
+
+      - uses: astral-sh/setup-uv@v7
+        with:
+          python-version: ${{ matrix.py-version }}
+
+      - name: Install Packages
+        shell: bash
+        run: |
+          uv sync --no-dev --group test
+          uv pip install -v ./dist/*.whl
+
+      - name: Run Tests
+        run: uv run --no-sync pytest -v -n auto --cov --cov-report=xml
+
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v5
+        with:
+          fail_ci_if_error: true
+          use_oidc: true
+          verbose: true
diff --git a/.github/workflows/dist_build.yml b/.github/workflows/dist_build.yml
new file mode 100644
index 0000000..05c6dd6
--- /dev/null
+++ b/.github/workflows/dist_build.yml
@@ -0,0 +1,40 @@
+name: Build Distribution
+
+on:
+  workflow_call:
+    outputs:
+      artifact_name:
+        value: ${{ jobs.build.outputs.artifact_name }}
+      run_id:
+        value: ${{ github.run_id }}
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          fetch-depth: 0
+
+      - name: Setup uv
+        uses: astral-sh/setup-uv@v7
+
+      - name: Build distribution
+        run: uv build -v --clear .
+
+      - name: Set Artifact Name
+        id: artifact-name
+        run: |
+          echo "artifact_name=${{ github.run_id }}[${{ github.run_attempt }}]--build-artifacts" \
+          | tee -a $GITHUB_OUTPUT
+
+      - name: Upload Build Artifacts
+        uses: actions/upload-artifact@v6
+        with:
+          name: ${{ steps.artifact-name.outputs.artifact_name }}
+          path: dist
+          if-no-files-found: error
+
+    outputs:
+      artifact_name: ${{ steps.artifact-name.outputs.artifact_name }}
diff --git a/.github/workflows/docs_build.yml b/.github/workflows/docs_build.yml
new file mode 100644
index 0000000..0eb291c
--- /dev/null
+++ b/.github/workflows/docs_build.yml
@@ -0,0 +1,52 @@
+name: Build Documentation
+permissions:
+  pages: write
+  id-token: write
+
+on:
+  pull_request:
+    branches: [ main ]
+  workflow_call:
+    inputs: &build-docs-inputs
+      deploy:
+        type: boolean
+        required: false
+        default: false
+
+  workflow_dispatch:
+    inputs: *build-docs-inputs
+
+concurrency:
+  group: docs-build
+
+jobs:
+
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v6
+
+      - name: Setup uv
+        uses: astral-sh/setup-uv@v7
+
+      - name: Build Documentation
+        run: uv run --no-dev --group docs mkdocs build --clean --strict
+
+      - name: Set Artifact Name
+        id: artifact-name
+        run: |
+          echo "artifact_name=${{ github.run_id }}[${{ github.run_attempt }}]--docs-artifacts" \
+          | tee -a $GITHUB_OUTPUT
+
+      - name: Upload Pages Artifacts
+        uses: actions/upload-pages-artifact@v4
+        with:
+          name: ${{ steps.artifact-name.outputs.artifact_name }}
+          path: site/
+
+      - name: Deploy to GitHub Pages
+        if: ${{ inputs.deploy }}
+        uses: actions/deploy-pages@v4
+        with:
+          artifact_name: ${{ steps.artifact-name.outputs.artifact_name }}
diff --git a/.github/workflows/publish_dist.yml b/.github/workflows/publish_dist.yml
new file mode 100644
index 0000000..b40e2f7
--- /dev/null
+++ b/.github/workflows/publish_dist.yml
@@ -0,0 +1,56 @@
+name: Publish to PyPI
+
+on:
+  release:
+    types: [published]
+
+permissions:
+  id-token: write
+
+concurrency:
+  group: ${{ github.workflow }}
+
+jobs:
+  testing:
+    uses: ./.github/workflows/code_test.yml
+
+  publish-to-pypi:
+    runs-on: ubuntu-latest
+
+    environment:
+      name: pypi
+
+    needs: testing
+
+    steps:
+
+      - &download_dist
+        name: Download Distributions
+        uses: actions/download-artifact@v7
+        with:
+          name: ${{ needs.testing.outputs.artifact_name }}
+          run-id: ${{ needs.testing.outputs.artifact_run_id }}
+          path: ./dist
+
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          verbose: true
+
+      - name: Smoke Test on PyPI
+        shell: bash
+        run: |
+          sleep 60
+          pip install -v --index-url https://pypi.org/simple/ sparse_grid
+          python -c "import sparse_grid;print(sparse_grid.__version__)"
+
+  publish_docs:
+    needs: publish-to-pypi
+
+    permissions:
+      pages: write
+      id-token: write
+
+    uses: ./.github/workflows/docs_build.yml
+    with:
+      deploy: true
diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..c8cfe39
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.10
diff --git a/docs/api/grid.md b/docs/api/grid.md
new file mode 100644
index 0000000..25d8989
--- /dev/null
+++ b/docs/api/grid.md
@@ -0,0 +1,3 @@
+# sparse_grid.grid
+
+::: sparse_grid.grid
diff --git a/docs/api/index.md b/docs/api/index.md
new file mode 100644
index 0000000..1378785
--- /dev/null
+++ b/docs/api/index.md
@@ -0,0 +1,10 @@
+# API Reference
+
+API documentation is generated with `mkdocstrings` from module docstrings and
+signatures.
+
+Use the pages in this section for module-level details:
+
+- `sparse_grid.grid`
+- `sparse_grid.point`
+- `sparse_grid.utils`
diff --git a/docs/api/point.md b/docs/api/point.md
new file mode 100644
index 0000000..be037ef
--- /dev/null
+++ b/docs/api/point.md
@@ -0,0 +1,3 @@
+# sparse_grid.point
+
+::: sparse_grid.point
diff --git a/docs/api/utils.md b/docs/api/utils.md
new file mode 100644
index 0000000..b706eed
--- /dev/null
+++ b/docs/api/utils.md
@@ -0,0 +1,3 @@
+# sparse_grid.utils
+
+::: sparse_grid.utils
diff --git a/docs/getting-started.md b/docs/getting-started.md
new file mode 100644
index 0000000..b2a0f9d
--- /dev/null
+++ b/docs/getting-started.md
@@ -0,0 +1,44 @@
+# Getting Started
+
+## Installation
+
+```bash
+pip install sparse_grid
+```
+
+## Create a sparse grid
+
+```python
+from sparse_grid import SparseGrid
+
+sg = SparseGrid(dim=3, level=3)
+sg.generate_points()
+print(len(sg.indices))
+```
+
+## Assign nodal values
+
+Populate nodal values (`fv`) at each sparse-grid point.
+
+```python
+for index in sg.indices:
+    pos = sg.g_p[tuple(index)].pos
+    value = 1.0
+    for coord in pos:
+        value *= 4.0 * coord * (1.0 - coord)
+    sg.g_p[tuple(index)].fv = value
+```
+
+## Convert to hierarchical values
+
+```python
+sg.nodal_2_hier()
+```
+
+## Evaluate the sparse-grid interpolant
+
+```python
+x = [0.2, 0.4, 0.8]
+y = sg.eval_funct(x)
+print(y)
+```
diff --git a/docs/index.md b/docs/index.md
new file mode 100644
index 0000000..1ecf370
--- /dev/null
+++ b/docs/index.md
@@ -0,0 +1,35 @@
+# sparse_grid
+
+`sparse_grid` is a compact Python implementation of regular sparse grids over
+box domains.
+
+It provides:
+
+- sparse-grid index and point generation,
+- nodal-to-hierarchical coefficient conversion,
+- fast function evaluation using hierarchical basis functions.
+
+## Documentation map
+
+- **Getting Started**: installation and first working example.
+- **User Guide**: core workflow and key data structures.
+- **API Reference**: auto-generated module docs via `mkdocstrings`.
+
+## Quick example
+
+```python
+from sparse_grid import SparseGrid
+
+sg = SparseGrid(dim=2, level=3)
+sg.generate_points()
+
+for index in sg.indices:
+    pos = sg.g_p[tuple(index)].pos
+    sg.g_p[tuple(index)].fv = (
+        4.0 * pos[0] * (1.0 - pos[0]) * 4.0 * pos[1] * (1.0 - pos[1])
+    )
+
+sg.nodal_2_hier()
+value = sg.eval_funct([0.25, 0.75])
+print(value)
+```
diff --git a/docs/user-guide.md b/docs/user-guide.md
new file mode 100644
index 0000000..63170d5
--- /dev/null
+++ b/docs/user-guide.md
@@ -0,0 +1,28 @@
+# User Guide
+
+## Core workflow
+
+1. Build a `SparseGrid(dim, level)`.
+2. Generate points with `generate_points()`.
+3. Set nodal values in each point's `fv`.
+4. Convert nodal values using `nodal_2_hier()`.
+5. Evaluate with `eval_funct(x)`.
+
+## Main objects
+
+- `SparseGrid`
+  - Manages sparse-grid structure and transforms.
+- `GridPoint`
+  - Stores point coordinates (`pos`), nodal value (`fv`), and hierarchical value (`hv`).
+
+## Data layout
+
+- `indices`: list of interleaved indices `[l_1, p_1, ..., l_d, p_d]`.
+- `g_p`: dictionary keyed by index tuple, value is `GridPoint`.
+- `domain`: tuple of intervals per dimension, default `[0, 1]^d`.
+
+## Typical usage notes
+
+- Always call `generate_points()` before filling values.
+- Always call `nodal_2_hier()` before `eval_funct()`.
+- Use consistent dimension between `x` and the grid `dim`.
diff --git a/mkdocs.yml b/mkdocs.yml
new file mode 100644
index 0000000..93d69b0
--- /dev/null
+++ b/mkdocs.yml
@@ -0,0 +1,35 @@
+site_name: sparse_grid
+site_description: A Python Sparse Grid Package
+site_url: https://eggzec.github.io/sparse_grid/
+repo_url: https://github.com/eggzec/sparse_grid
+repo_name: eggzec/sparse_grid
+
+theme:
+  name: material
+
+nav:
+  - Home: index.md
+  - Getting Started: getting-started.md
+  - User Guide: user-guide.md
+  - API Reference:
+      - Overview: api/index.md
+      - SparseGrid: api/grid.md
+      - GridPoint: api/point.md
+      - Utilities: api/utils.md
+
+plugins:
+  - search
+  - mkdocstrings:
+      handlers:
+        python:
+          options:
+            show_source: false
+            show_signature_annotations: true
+            merge_init_into_class: true
+            show_root_heading: true
+            show_root_toc_entry: false
+
+markdown_extensions:
+  - admonition
+  - pymdownx.superfences
+  - pymdownx.highlight
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..e4ae102
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,126 @@
+[build-system]
+requires = ["hatchling >= 1.26", "hatch-vcs"]
+build-backend = "hatchling.build"
+
+[project]
+name = "sparse_grid"
+dynamic = ["version"]
+description = "A Python Sparse Grid Package"
+authors = [
+    { name = "John Burkardt", email = "jvb25@pitt.edu" },
+]
+maintainers = [
+    { name = "Saud Zahir", email = "m.saud.zahir@gmail.com" },
+    { name = "M Laraib Ali", email = "laraibg786@outlook.com" }
+]
+readme = "README.md"
+license = "BSD-3-Clause"
+keywords = [
+    "sparse grids", "python",
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Science/Research",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: BSD License",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3 :: Only",
+    "Topic :: Software Development",
+    "Topic :: Scientific/Engineering",
+    "Operating System :: OS Independent",
+    "Operating System :: Microsoft :: Windows",
+    "Operating System :: POSIX",
+    "Operating System :: Unix",
+    "Operating System :: MacOS",
+]
+dependencies = []
+requires-python = ">=3.10"
+
+[project.urls]
+homepage = "https://eggzec.github.io/sparse_grid/"
+documentation = "https://eggzec.github.io/sparse_grid/"
+source = "https://github.com/eggzec/sparse_grid"
+# TODO: provide changelog URL from docs
+releasenotes = "https://github.com/eggzec/sparse_grid/releases/latest"
+issues = "https://github.com/eggzec/sparse_grid/issues"
+
+[dependency-groups]
+dev = [
+  {include-group = "docs"},
+  {include-group = "lint"},
+  {include-group = "test"}
+]
+docs = [
+    "mkdocs>=1.6.1",
+    "mkdocs-material>=9.7.1",
+    "mkdocstrings[python]>=0.30.1",
+    "mkdocs-minify-plugin>=0.8.0",
+    "pymdown-extensions>=10.15",
+]
+lint = [
+    "ruff==0.15.*",
+]
+test = [
+    "pytest>=8.3.5",
+    "pytest-cov>=7.0.0",
+    "pytest-xdist>=3.6.1",
+]
+
+[tool.hatch.version]
+source = "vcs"
+
+[tool.ruff]
+line-length = 80
+indent-width = 4
+preview = true
+
+# Output serialization format for violations. The default serialization
+# format is "full" [env: RUFF_OUTPUT_FORMAT=] [possible values:
+# concise, full, json, json-lines, junit, grouped, github, gitlab,
+# pylint, rdjson, azure, sarif]
+output-format = "grouped"
+
+[tool.ruff.lint]
+isort.lines-after-imports = 2
+isort.split-on-trailing-comma = false
+
+select = [
+    "ANN", # flake8-annotations (required strict type annotations for public functions)
+    "S",   # flake8-bandit (checks basic security issues in code)
+    "BLE", # flake8-blind-except (checks the except blocks that do not specify exception)
+    "FBT", # flake8-boolean-trap (ensure that boolean args can be used with kw only)
+    "E",   # pycodestyle errors (PEP 8 style guide violations)
+    "W",   # pycodestyle warnings (e.g., extra spaces, indentation issues)
+    "DOC", # pydoclint issues (e.g., extra or missing return, yield, warnings)
+    "A",   # flake8-buitins (check variable and function names to not shadow builtins)
+    "N",   # Naming convention checks (e.g., PEP 8 variable and function names)
+    "F",   # Pyflakes errors (e.g., unused imports, undefined variables)
+    "I",   # isort (Ensures imports are sorted properly)
+    "B",   # flake8-bugbear (Detects likely bugs and bad practices)
+    "TID", # flake8-tidy-imports (Checks for banned or misplaced imports)
+    "UP",  # pyupgrade (Automatically updates old Python syntax)
+    "YTT", # flake8-2020 (Detects outdated Python 2/3 compatibility issues)
+    "FLY", # flynt (Converts old-style string formatting to f-strings)
+    "PIE", # flake8-pie
+    "PL",  # pylint
+    "RUF", # Ruff-specific rules (Additional optimizations and best practices)
+]
+
+ignore = []
+
+[tool.ruff.lint.per-file-ignores]
+"**/__init__.py" = ["RUF067"]
+"tests/*.py" = []
+
+[tool.ruff.format]
+docstring-code-format = true
+skip-magic-trailing-comma = true
+
+[tool.pytest.ini_options]
+addopts = "--doctest-modules"
diff --git a/sparse_grid/__init__.py b/sparse_grid/__init__.py
new file mode 100644
index 0000000..a9074ad
--- /dev/null
+++ b/sparse_grid/__init__.py
@@ -0,0 +1,11 @@
+from importlib.metadata import PackageNotFoundError, version
+
+from .grid import SparseGrid
+
+
+try:
+    __version__ = version(__name__)
+except PackageNotFoundError:
+    __version__ = "unknown"
+
+__all__ = ["SparseGrid"]
diff --git a/sparse_grid/grid.py b/sparse_grid/grid.py
new file mode 100644
index 0000000..ae113b6
--- /dev/null
+++ b/sparse_grid/grid.py
@@ -0,0 +1,208 @@
+"""Sparse-grid container and algorithms."""
+
+from __future__ import annotations
+
+import copy
+import math
+
+from .point import GridPoint
+from .utils import cross, eval_basis_1d
+
+
+EVEN_DIVISOR = 2
+
+
+class SparseGrid:
+    """Regular sparse grid over a box domain.
+
+    A grid is defined by:
+    - `dim`: number of dimensions,
+    - `level`: sparse-grid level,
+    - `indices`: generated hierarchical indices,
+    - `g_p`: map from index tuple to `GridPoint`.
+    """
+
+    def __init__(self, dim: int = 1, level: int = 1) -> None:
+        self.dim = dim
+        self.level = level
+        self.g_p: dict[tuple[int, ...], GridPoint] = {}
+        self.indices: list[list[int]] = []
+        self.domain = ((0.0, 1.0),) * dim
+        self.action = self.eval_action
+
+    def print_grid(self) -> None:
+        """Print the currently active hierarchical subspace index."""
+        print(self.h_space)
+
+    def eval_action(self) -> None:
+        """Accumulate contribution of the current hierarchical subspace."""
+        basis = copy.deepcopy(self.eval_per_dim[0][self.h_space[0] - 1][0])
+        value = self.eval_per_dim[0][self.h_space[0] - 1][1]
+        for i in range(1, self.dim):
+            value *= self.eval_per_dim[i][self.h_space[i] - 1][1]
+            basis += self.eval_per_dim[i][self.h_space[i] - 1][0]
+        self.value += self.g_p[tuple(basis)].hv * value
+
+    def eval_funct(self, x: list[float]) -> float:
+        """Evaluate a sparse grid function.
+
+        Hierarchical values have to be set.
+
+        Parameters
+        ----------
+        x
+            Evaluation point in physical coordinates.
+
+        Returns
+        -------
+        float
+            Evaluated sparse-grid function value at `x`.
+        """
+        self.value = 0.0
+        self.eval_per_dim: list[list[list[list[int]] | float]] = []
+        for i in range(self.dim):
+            self.eval_per_dim.append([])
+            for j in range(1, self.level + 1):
+                pos = (x[i] - self.domain[i][0]) / (
+                    self.domain[i][1] - self.domain[i][0]
+                )
+                basis = int(math.ceil(pos * 2 ** (j - 1)) * 2 - 1)
+                if basis == -1:
+                    basis = 1
+                    self.eval_per_dim[i].append([[j, basis]])
+                else:
+                    self.eval_per_dim[i].append([[j, basis]])
+                self.eval_per_dim[i][j - 1].append(
+                    eval_basis_1d(
+                        x[i], self.eval_per_dim[i][j - 1][0], self.domain[i]
+                    )
+                )
+        self.action = self.eval_action
+        self.loop_hier_spaces()
+        return self.value
+
+    def loop_hier_spaces(self) -> None:
+        """Iterate over all hierarchical subspaces of the sparse grid."""
+        for i in range(1, self.level + 1):
+            self.h_space = [i]
+            self.loop_hier_spaces_rec(self.dim - 1, self.level - (i - 1))
+
+    def loop_hier_spaces_rec(self, dim: int, level: int) -> None:
+        """Recursively traverse hierarchical subspaces.
+
+        Parameters
+        ----------
+        dim
+            Remaining dimensions to recurse through.
+        level
+            Remaining level budget for sparse-grid admissibility.
+        """
+        if dim > 1:
+            for i in range(1, level + 1):
+                self.h_space.append(i)
+                self.loop_hier_spaces_rec(dim - 1, level - (i - 1))
+                self.h_space.pop()
+        else:
+            for i in range(1, level + 1):
+                self.h_space.append(i)
+                self.action()
+                self.h_space.pop()
+
+    def generate_points(self) -> None:
+        """Generate sparse-grid indices and corresponding `GridPoint` values."""
+        self.indices = self.generate_points_rec(self.dim, self.level)
+        for i in range(len(self.indices)):
+            self.g_p[tuple(self.indices[i])] = GridPoint(
+                self.indices[i], self.domain
+            )
+
+    def generate_points_rec(
+        self, dim: int, level: int, cur_level: int | None = None
+    ) -> list[list[int]]:
+        """Run over all hierarchical subspaces and add all their indices.
+
+        Returns
+        -------
+        list[list[int]]
+            All generated sparse-grid multi-indices.
+        """
+        basis_cur = []
+        if cur_level is None:
+            cur_level = 1
+        for i in range(1, 2 ** (cur_level) + 1, 2):
+            basis_cur.append([cur_level, i])
+        if dim == 1 and cur_level == level:
+            return basis_cur
+        if dim == 1:
+            basis_cur += self.generate_points_rec(dim, level, cur_level + 1)
+            return basis_cur
+        if cur_level == level:
+            return cross(
+                basis_cur,
+                self.generate_points_rec(dim - 1, level - cur_level + 1),
+            )
+        return cross(
+            basis_cur, self.generate_points_rec(dim - 1, level - cur_level + 1)
+        ) + self.generate_points_rec(dim, level, cur_level + 1)
+
+    def nodal_2_hier_1d(
+        self, node: list[int], i: int, j: int, dim: int
+    ) -> None:
+        """Apply one-dimensional nodal-to-hierarchical transform.
+
+        Parameters
+        ----------
+        node
+            Fixed index components from all dimensions except `dim`.
+        i
+            Level index in transformed dimension.
+        j
+            Position index in transformed dimension.
+        dim
+            Dimension currently being transformed.
+        """
+        left = [i - 1, j // 2]
+        right = [i - 1, j // 2 + 1]
+        while left[1] % EVEN_DIVISOR == 0 and left[0] > 0:
+            left = [left[0] - 1, left[1] // EVEN_DIVISOR]
+        while right[1] % EVEN_DIVISOR == 0 and right[0] > 0:
+            right = [right[0] - 1, right[1] // EVEN_DIVISOR]
+        if len(node) > EVEN_DIVISOR:
+            pre_cur_dim = node[0 : 2 * dim]
+            post_cur_dim = node[2 * dim : len(node) + 1]
+            index = [*pre_cur_dim, i, j, *post_cur_dim]
+            left = [*pre_cur_dim, *left, *post_cur_dim]
+            right = [*pre_cur_dim, *right, *post_cur_dim]
+        elif dim == 0:
+            index = [i, j, *node]
+            left += node
+            right += node
+        else:
+            index = [*node, i, j]
+            left = [*node, *left]
+            right = [*node, *right]
+
+        if left[2 * dim] == 0:
+            if right[2 * dim] != 0:
+                self.g_p[tuple(index)].hv -= 0.5 * self.g_p[tuple(right)].hv
+        elif right[2 * dim] == 0:
+            self.g_p[tuple(index)].hv -= 0.5 * self.g_p[tuple(left)].hv
+        else:
+            self.g_p[tuple(index)].hv -= 0.5 * (
+                self.g_p[tuple(left)].hv + self.g_p[tuple(right)].hv
+            )
+
+    def nodal_2_hier(self) -> None:
+        """Convert all nodal values in the grid to hierarchical values."""
+        for i in range(len(self.indices)):
+            self.g_p[tuple(self.indices[i])].hv = self.g_p[
+                tuple(self.indices[i])
+            ].fv
+        for d in range(self.dim):
+            for i in range(self.level, 0, -1):
+                indices = self.generate_points_rec(
+                    self.dim - 1, self.level - i + 1
+                )
+                for j in range(1, 2**i + 1, 2):
+                    for k in range(len(indices)):
+                        self.nodal_2_hier_1d(indices[k], i, j, d)
diff --git a/sparse_grid/point.py b/sparse_grid/point.py
new file mode 100644
index 0000000..8037f4f
--- /dev/null
+++ b/sparse_grid/point.py
@@ -0,0 +1,65 @@
+"""Point model used by sparse-grid containers."""
+
+from __future__ import annotations
+
+
+class GridPoint:
+    """Representation of a sparse-grid point.
+
+    Stores the Cartesian position and both nodal (`fv`) and hierarchical
+    (`hv`) function values.
+    """
+
+    def __init__(
+        self,
+        index: list[int] | None = None,
+        domain: tuple[tuple[float, float], ...] | None = None,
+    ) -> None:
+        self.hv: float = 0.0
+        self.fv: float = 0.0
+        if index is None:
+            self.pos: list[float] = []
+        else:
+            self.pos = self.point_position(index, domain)
+
+    @staticmethod
+    def point_position(
+        index: list[int], domain: tuple[tuple[float, float], ...] | None = None
+    ) -> list[float]:
+        """Convert a level/position index into physical coordinates.
+
+        Parameters
+        ----------
+        index
+            Interleaved multi-index `[l_1, p_1, ..., l_d, p_d]`.
+        domain
+            Optional domain bounds per dimension. If omitted, `[0, 1]^d`
+            is assumed.
+
+        Returns
+        -------
+        list[float]
+            Point coordinates in physical space.
+        """
+        coord = []
+        if domain is None:
+            for i in range(len(index) // 2):
+                coord.append(index[2 * i + 1] / 2.0 ** index[2 * i])
+        else:
+            for i in range(len(index) // 2):
+                coord.append(
+                    (domain[i][1] - domain[i][0])
+                    * index[2 * i + 1]
+                    / 2.0 ** index[2 * i]
+                    + domain[i][0]
+                )
+        return coord
+
+    def print_point(self) -> None:
+        """Print point coordinates as a tab-separated line."""
+        if not self.pos:
+            return
+        out = ""
+        for i in range(len(self.pos)):
+            out += str(self.pos[i]) + "\t"
+        print(out)
diff --git a/sparse_grid/utils.py b/sparse_grid/utils.py
new file mode 100644
index 0000000..e919ab5
--- /dev/null
+++ b/sparse_grid/utils.py
@@ -0,0 +1,48 @@
+"""Utility functions for sparse-grid basis and index operations."""
+
+from __future__ import annotations
+
+
+def cross(*args: list[list[int]]) -> list[list[int]]:
+    """Compute pairwise cross-product (concatenation) of two index lists.
+
+    Parameters
+    ----------
+    *args
+        Two index collections to combine.
+
+    Returns
+    -------
+    list[list[int]]
+        Cross-product of index lists.
+    """
+    ans: list[list[int]] = []
+    for arg in args[0]:
+        for arg2 in args[1]:
+            ans.append([*arg, *arg2])
+    return ans
+
+
+def eval_basis_1d(
+    x: float, basis: list[int], interval: tuple[float, float] | None = None
+) -> float:
+    """Evaluate a one-dimensional hat basis function.
+
+    Parameters
+    ----------
+    x
+        Evaluation coordinate.
+    basis
+        Basis index as `[level, position]`.
+    interval
+        Optional physical interval. If omitted, `[0, 1]` is used.
+
+    Returns
+    -------
+    float
+        Value of 1-D hat basis at `x`.
+    """
+    if interval is None:
+        return 1.0 - abs(x * 2 ** basis[0] - basis[1])
+    pos = (x - interval[0]) / (interval[1] - interval[0])
+    return 1.0 - abs(pos * 2 ** basis[0] - basis[1])
diff --git a/tests/test_sparse_grid_no_bound.py b/tests/test_sparse_grid_no_bound.py
new file mode 100644
index 0000000..52ba9e7
--- /dev/null
+++ b/tests/test_sparse_grid_no_bound.py
@@ -0,0 +1,99 @@
+import unittest
+
+from sparse_grid import SparseGrid
+
+
+class TestFuncTest(unittest.TestCase):
+    """simple test of sparse grid for sparse grid in 3d of level 3"""
+
+    def test_sg_no_bound_3d(self) -> None:
+        #
+        #  SG is a sparse grid of dimension 3 and level 3.
+        #  Create sg.indices which stores level and position for each point.
+        #
+        sg = SparseGrid(3, 3)
+        #
+        #  Determine sg.gP with the coordinates of the points
+        #  associated with the sparse grid index set.
+        #
+        sg.generate_points()
+        #
+        #  Print the points in the grid.
+        #
+        print("")
+        print("Coordinates of points in 3D sparse grid of level 3.")
+        print("")
+        for i in range(len(sg.indices)):
+            sg.g_p[tuple(sg.indices[i])].print_point()
+        #
+        #  Did we compute the right number of grid points?
+        #
+        self.assertEqual(len(sg.indices), 31)
+        #
+        #  Evaluate 4x(1-x)*4y(1-y)*4z(1-z) at each grid point.
+        #
+        for i in range(len(sg.indices)):
+            total = 1.0
+            pos = sg.g_p[tuple(sg.indices[i])].pos
+            for j in range(len(pos)):
+                total *= 4.0 * pos[j] * (1.0 - pos[j])
+            sg.g_p[tuple(sg.indices[i])].fv = total
+        #
+        #  Convert the sparse grid from nodal to hierarchical values.
+        #
+        sg.nodal_2_hier()
+        #
+        #  Does the evaluation of the sparse grid function in
+        #  hierarchical values give the correct value gv?
+        #
+        for i in range(len(sg.indices)):
+            self.assertEqual(
+                sg.g_p[tuple(sg.indices[i])].fv,
+                sg.eval_funct(sg.g_p[tuple(sg.indices[i])].pos),
+            )
+
+    def test_sg_no_bound_2d(self) -> None:
+        #
+        #  SG is a sparse grid of dimension 2 and level 3.
+        #  Create sg.indices which stores level and position for each point.
+        #
+        sg = SparseGrid(2, 3)
+        #
+        #  Determine sg.gP with the coordinates of the points
+        #  associated with the sparse grid index set.
+        #
+        sg.generate_points()
+        #
+        #  Print the points in the grid.
+        #
+        print("")
+        print("Coordinates of points in 2D sparse grid of level 3.")
+        print("")
+        for i in range(len(sg.indices)):
+            sg.g_p[tuple(sg.indices[i])].print_point()
+        #
+        #  Did we compute the right number of grid points?
+        #
+        self.assertEqual(len(sg.indices), 17)
+        #
+        #  Evaluate 4x(1-x)*4y(1-y) at each grid point.
+        #
+        for i in range(len(sg.indices)):
+            total = 1.0
+            pos = sg.g_p[tuple(sg.indices[i])].pos
+            for j in range(len(pos)):
+                total *= 4.0 * pos[j] * (1.0 - pos[j])
+            sg.g_p[tuple(sg.indices[i])].fv = total
+        #
+        #  Convert to hierarchical values.
+        #
+        sg.nodal_2_hier()
+        #
+        #  Does the evaluation of sparse grid function in
+        #  hierarchical values give the correct value gv?
+        #
+        for i in range(len(sg.indices)):
+            self.assertEqual(
+                sg.g_p[tuple(sg.indices[i])].fv,
+                sg.eval_funct(sg.g_p[tuple(sg.indices[i])].pos),
+            )
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new file mode 100644
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