Synheart Emotion - Python SDK

pip install synheart-emotion

from datetime import datetime
from synheart_emotion import EmotionEngine, EmotionConfig

# Initialize engine
config = EmotionConfig()
engine = EmotionEngine.from_pretrained(config)

# Push biosignal data
engine.push(
    hr=72.0,
    rr_intervals_ms=[850.0, 820.0, 830.0, 845.0, 825.0],
    timestamp=datetime.now()
)

# Get inference results
results = engine.consume_ready()
for result in results:
    print(f"Emotion: {result.emotion} ({result.confidence:.1%})")

# Default configuration (120s window, 60s step)
config = EmotionConfig()
engine = EmotionEngine.from_pretrained(config)

# Custom configuration
config = EmotionConfig(
    window_seconds=120.0,  # 120 second window (default)
    step_seconds=60.0,     # 60 second step (default)
)

engine = EmotionEngine.from_pretrained(config)

import time

engine = EmotionEngine.from_pretrained()

while True:
    # Get biosignal from your data source
    biosignal = get_latest_biosignal()

    # Push to engine
    engine.push(
        hr=biosignal.hr,
        rr_intervals_ms=biosignal.rr_intervals,
        timestamp=datetime.now()
    )

    # Consume results
    results = engine.consume_ready()
    for result in results:
        print(f"[{result.timestamp}] {result.emotion}: {result.confidence:.1%}")

    time.sleep(1)