REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models

Kogito Runtimes - Kogito is a cloud-native business automation technology for building cloud-ready business applications.

Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).

Serving AI/ML models in the open standard formats PMML and ONNX with both HTTP (REST API) and gRPC endpoints

Go Scoring API for PMML

flink-jpmml is a fresh-made library for dynamic real time machine learning predictions built on top of PMML standard models and Apache Flink streaming engine

A library to parse and convert PMML models into Scikit-learn estimators.

Python PMML scoring library

Code and presentation for Strata Model Serving tutorial

Ruby Scoring API for PMML

PMML scoring library for Scala

AI模型序列化总结

An umbrella project for multiple implementations of model serving

JPMML-SparkML plugin for converting LightGBM-Spark models to PMML

cPMML is C++ library for scoring machine learning models serialized with the Predictive Model Markup Language (PMML)

Titus 2 : Portable Format for Analytics (PFA) implementation for Python 3.4+

Python PMML scoring library for PySpark as SparkML Transformer

Generate PMML for various machine learning and statistical models.

Generic Model Serving Implementation leveraging Flink

PMML scoring library for Spark as SparkML Transformer