SLAMA (Spark version of LAMA) ==================
This is a distributed version of LAMA library written on Spark framework. SLAMA brings LAMA functionality on Spark including:
- Automatic hyperparameter tuning, data processing.
- Automatic typing, feature selection.
- Automatic time utilization.
- Automatic report creation.
- Easy-to-use modular scheme to create your own pipelines.
- Support of Spark ML pipelines, including saving/loading.
- Caching and checkpointing of intermediate results
Known limitations: - Only the tabular preset is currently supported
automl dataset ml_algo pipelines pipelines.selection pipelines.features pipelines.ml reader report tasks transformers validation
yarn_cluster_spark_submit
yarn_cluster
standalone_cluster
slama_minikube_readme
kubernetes_cluster