Remove strict mode for docs building

Author: Shashikant86

.github/workflows/docs.yml

@@ -20,7 +20,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.11'
+          python-version: "3.11"
 
       - name: Install UV
         uses: astral-sh/setup-uv@v3
@@ -34,7 +34,7 @@ jobs:
 
       - name: Build documentation
         run: |
-          uv run mkdocs build --strict
+          uv run mkdocs build
 
       - name: Deploy to gh-pages
         uses: peaceiris/actions-gh-pages@v3
@@ -55,7 +55,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.11'
+          python-version: "3.11"
 
       - name: Install UV
         uses: astral-sh/setup-uv@v3
@@ -69,4 +69,4 @@ jobs:
 
       - name: Build documentation (test only)
         run: |
-          uv run mkdocs build --strict
+          uv run mkdocs build --strict

.gitignore

@@ -302,7 +302,6 @@ google_quantum_cache/
 !.github/**/*.yml
 !.github/**/*.yaml
 data/
-datasets/
 raw_data/
 processed_data/
 *.sqlite

src/superquantx/datasets/__init__.py

@@ -0,0 +1,58 @@
+"""SuperQuantX Datasets Module.
+
+This module provides datasets and data loading utilities for quantum machine learning.
+It includes quantum-specific datasets, classical datasets adapted for quantum computing,
+and synthetic data generators for testing quantum algorithms.
+"""
+
+from .molecular import (
+    load_beh2_molecule,
+    load_h2_molecule,
+    load_lih_molecule,
+    load_molecule,
+)
+from .preprocessing import (
+    AmplitudeEncoder,
+    AngleEncoder,
+    QuantumFeatureEncoder,
+    normalize_quantum_data,
+)
+from .quantum_datasets import (
+    load_breast_cancer_quantum,
+    load_digits_quantum,
+    load_iris_quantum,
+    load_wine_quantum,
+)
+from .synthetic import (
+    generate_classification_data,
+    generate_clustering_data,
+    generate_portfolio_data,
+    generate_regression_data,
+)
+
+
+__all__ = [
+    # Quantum datasets
+    "load_iris_quantum",
+    "load_wine_quantum",
+    "load_digits_quantum",
+    "load_breast_cancer_quantum",
+
+    # Synthetic data generators
+    "generate_classification_data",
+    "generate_regression_data",
+    "generate_clustering_data",
+    "generate_portfolio_data",
+
+    # Molecular datasets
+    "load_molecule",
+    "load_h2_molecule",
+    "load_lih_molecule",
+    "load_beh2_molecule",
+
+    # Preprocessing utilities
+    "QuantumFeatureEncoder",
+    "AmplitudeEncoder",
+    "AngleEncoder",
+    "normalize_quantum_data",
+]