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\n\n# Forethoughts Data Studio\n\nForethoughts Data Studio is an open initiative to bring machine learning and large scale data processing open-source software to just a click away for everyone.\n\n## Documentation\n\nPlease visit forethoughts-datastudio.io\n\n## Projects\n\n| Component | Project | Description | Integration Status |\n| ------- | --------- | ----------- | ------- |\n| Notebook | jupyter | Jupyter Lab | Integrated |\n| | zeppelin | Integrates with Apache Zeppelin and Apache Spark on Kubernetes mode | Integrated |\n| Data Lake | hive-metastore | Provides hive metastore server with Postgresql database | Integrated |\n| | spark-thriftserver | Spark cluster on Kubernetes for ODBC/JDBC connection | Integrated |\n| Computing | ray-cluster | Ray cluster | Integrated |\n| | spark-serverless | On-demand Spark cluster from everywhere | Integrated |\n| Machine learning | mlflow-server | MLflow model remote tracking server and ui | Integrated\n| | mlflow-model-serving | Deploy models from mlflow-server and get endpoint | Integrated\n| Business Intelligence | metabase | Metabase Business Intelligence | Integrated |\n| | superset | Apache Superset Business Intelligence | Integrated |\n| Misc | spark | It does not integrates to Staroid but publishes docker image for other projects | - |\n\n\n## How to contribute?\n\nYou can create issues or pull requests to contribute individual repositories under Forethoughts-datascience.\n\nIf you'd like to create a new integration project here, please create an issue in this repository.\n\nWe need your help!\n\n## Community\n\n * Forethoughts Data Studio slack channel - Join\n\n## License\n\nForethoughts Data studio is open source projects.\nLICENSE file is included in each repository.\n