## Ray Compatibility Layer Examples

Examples in this directory demonstrate how to use Scaler's Ray compatibility layer.

- `basic_local_cluster.py`
    Shows how to use Scaler's Ray compatibility layer with the implicitly-created local cluster
- `basic_remote_cluster.py`
    Shows how to use Scaler's Ray compatibility layer with a remote cluster
- `highly_parallel.py`
    This example is copied from the ["Highly Parallel" page of Ray Core's Documentation](https://docs.ray.io/en/latest/ray-core/examples/highly_parallel.html)
- `batch_prediction.py`
    This example is copied from the ["Batch Prediction" page of Ray Core's Documentation](https://docs.ray.io/en/latest/ray-core/examples/batch_prediction.html)
- `map_reduce.py`
    This example is copied from the ["MapReduce" page of Ray Core's Documentation](https://docs.ray.io/en/latest/ray-core/examples/map_reduce.html)
- `plot_hyperparameter.py`
    This example is copied from the ["Hyperparameter Tuning" page of Ray Core's Documentation](https://docs.ray.io/en/latest/ray-core/examples/plot_hyperparameter.html)
- `web_crawler.py`
    This example is copied from the ["Web Crawler" page of Ray Core's Documentation](https://docs.ray.io/en/latest/ray-core/examples/web_crawler.html)
