Refactor framework core for planned dense/compact execution

.github/workflows/docs.yml

@@ -23,7 +23,7 @@ jobs:
 
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.10"
 
       - name: Install documentation dependencies
         run: uv sync --group docs

.github/workflows/tests.yml

@@ -38,7 +38,7 @@ jobs:
 
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.10"
 
       - name: Install core + sr + md17 + dev extras
         run: uv sync --extra sr --extra md17 --extra dev
@@ -62,7 +62,7 @@ jobs:
 
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.10"
 
       - name: Install all task extras + dev
         run: uv sync --extra sr --extra md17 --extra lqa --extra dev
@@ -88,7 +88,7 @@ jobs:
 
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.10"
 
       - name: Install all task extras + dev
         run: uv sync --extra sr --extra md17 --extra lqa --extra dev
@@ -114,7 +114,7 @@ jobs:
 
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.10"
 
       - name: Install all task extras + dev
         run: uv sync --extra sr --extra md17 --extra lqa --extra dev

README.md

@@ -1,6 +1,6 @@
 # Versor: A PyTorch Framework for Geometric Algebra Deep Learning
 
-[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](LICENSE) [![Python](https://img.shields.io/badge/python-3.9+-blue.svg)](https://www.python.org/downloads/) [![PyTorch](https://img.shields.io/badge/PyTorch-2.0+-ee4c2c.svg)](https://pytorch.org/) [![Docs](https://img.shields.io/badge/docs-MkDocs-brightgreen)](https://concode0.github.io/Versor/) [![DOI](https://zenodo.org/badge/1149480519.svg)](https://doi.org/10.5281/zenodo.18939518)
+[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](LICENSE) [![Python](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/) [![PyTorch](https://img.shields.io/badge/PyTorch-2.0+-ee4c2c.svg)](https://pytorch.org/) [![Docs](https://img.shields.io/badge/docs-MkDocs-brightgreen)](https://concode0.github.io/Versor/) [![DOI](https://zenodo.org/badge/1149480519.svg)](https://doi.org/10.5281/zenodo.18939518)
 
 > **"There is a ceiling above standard Deep Learning that no one saw. Versor opens the door above it."**
 
@@ -59,7 +59,7 @@ For code examples of each innovation, see [docs/innovations.md](docs/innovations
 
 ## Installation
 
-Versor requires Python 3.9+ and PyTorch.
+Versor requires Python 3.10+ and PyTorch.
 
 ```bash
 # Clone the repository
@@ -83,7 +83,7 @@ uv sync --extra all           # everything
 
 ```python
 import torch
-from core.algebra import CliffordAlgebra
+from core.runtime.algebra import CliffordAlgebra
 from layers.primitives.rotor import RotorLayer
 from layers.linear import CliffordLinear
 from functional.activation import GeometricGELU
@@ -361,4 +361,4 @@ By releasing this under Apache 2.0, we provide a **perpetual, royalty-free paten
 ```
 
 ## Reference:
- * Pence, T., Yamada, D., & Singh, V. (2025). "Composing Linear Layers from Irreducibles." arXiv:2507.11688v1 [cs.LG]
+ * Pence, T., Yamada, D., & Singh, V. (2025). "Composing Linear Layers from Irreducibles." arXiv:2507.11688v1 [cs.LG]

__init__.py

@@ -2,14 +2,20 @@
 
 __version__ = "1.0.0"
 
-from core.algebra import CliffordAlgebra
-from core.module import CliffordModule
+from core.config import AlgebraConfig, make_algebra, make_algebra_from_config
+from core.foundation.module import CliffordModule
+from core.runtime.algebra import CliffordAlgebra
+from core.runtime.context import AlgebraContext
 from layers import CliffordLinear, RotorLayer
 
 __all__ = [
     "__version__",
+    "AlgebraConfig",
+    "AlgebraContext",
     "CliffordAlgebra",
     "CliffordModule",
+    "make_algebra",
+    "make_algebra_from_config",
     "RotorLayer",
     "CliffordLinear",
 ]