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%})")

config = EmotionConfig(
    window_duration=60.0,  # 60 seconds
    step_duration=5.0,     # 5 seconds
)

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)