Name		Name	Last commit message	Last commit date
docs		docs
CHANGELOG.md		CHANGELOG.md
README.md		README.md
check_models.py		check_models.py
init_database.py		init_database.py
requirements.txt		requirements.txt
setup_macos.sh		setup_macos.sh
smart_ml_backtest.py		smart_ml_backtest.py
smart_ml_cli.py		smart_ml_cli.py
smart_ml_manager.sh		smart_ml_manager.sh
smart_ml_monitor.py		smart_ml_monitor.py
smart_ml_orchestrator.py		smart_ml_orchestrator.py
smart_ml_outcome_tracker.py		smart_ml_outcome_tracker.py
smart_ml_predictor.py		smart_ml_predictor.py
smart_ml_training.py		smart_ml_training.py
smart_ml_validator.py		smart_ml_validator.py

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Swyby ML Experiments

Machine learning experiments for activity recommendation algorithms.

Part of Swyby ecosystem.

Focus Areas

Intent classification (social, calm, adventure, romantic)
Activity ranking and scoring
Context-aware recommendations (weather, time, location)
User preference learning

Tech Stack

Python 3.12
scikit-learn
pandas / numpy
Jupyter notebooks

Status

🟢 Active research

License

Proprietary — Swyby, Inc.

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Swyby ML Experiments — Machine learning experiments for activity recommendation algorithms.

ai experiments machine-learning python recommendation-algorithms swyby

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