TNFR Pattern Discovery Engines
Mathematical pattern detection and emergence analysis tools. Detects patterns in operator sequences and emergent mathematical structures.
Main Classes:
Usage:
from tnfr.engines.pattern_discovery import TNFREmergentPatternEngine
pattern_engine = TNFREmergentPatternEngine()
patterns = pattern_engine.discover_patterns(network)"""TNFR Pattern Discovery Engines
Mathematical pattern detection and emergence analysis tools.
Detects patterns in operator sequences and emergent mathematical structures.
Main Classes:
- TNFREmergentPatternEngine: Mathematical pattern discovery
- UnifiedPatternDetector: Operator sequence pattern detection
Usage:
```python
from tnfr.engines.pattern_discovery import TNFREmergentPatternEngine
pattern_engine = TNFREmergentPatternEngine()
patterns = pattern_engine.discover_patterns(network)
```
"""
try:
from .mathematical_patterns import TNFREmergentPatternEngine
__all__ = ["TNFREmergentPatternEngine"]
except ImportError:
__all__ = []
try:
from ...operators.pattern_detection import UnifiedPatternDetector
__all__.append("UnifiedPatternDetector")
except ImportError:
pass