MLeap Python API

MLeap is a serialization format and a runtime for machine learning pipelines. It allows you to train models using Apache Spark, Scikit-learn, or XGBoost, and then serialize them into a portable format that can be served in real-time without Spark dependencies. The Python API, currently at version 0.24.0, provides tools for training, exporting, and running these pipelines. It supports Python 3.9+, Scala 2.13, Spark 4.0.1, and Java 17. Releases are semi-regular, often driven by upstream library updates.