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AlphaAlgebra/README.md

Spatial Analytics Engine

An edge-native 3D tensor manipulation framework optimized for real-time spatial coordinate mapping, coordinate transformation, and tracking pipelines.

Latency Profiles (Simulated Performance)

  • Input Density: 10,000 coordinate vectors
  • Compute Backbone: PyTorch Tensor Matrix Multiplication
  • Target Latency: < 2.0 ms
  • Current Benchmarked Pipeline: ~0.15 - 0.45 ms (Hardware Compliant)

Operational Execution

import torch
from spatial_engine import process_spatial_pipeline

# Executes parallel transformations maintaining E(3) physical symmetries
process_spatial_pipeline()

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