We open source multiple prediction libraries about PMML and ONNX standard model exchange formats on GitHub, which help users to use PMML or ONNX for model deployment in multiple languages (Scala, Java, and Python) and execution environments (Spark):
- AI-Serving: Inferencing system of PMML and ONNX.
- PyPMML: Python PMML scoring library.
- PMML4S: PMML scoring library for Scala.
- PMML4S-Spark: Python PMML scoring library for PySpark as SparkML Transformer.
- PyPMML-Spark: PMML scoring library for Spark as SparkML Transformer.