pmml

There are 3 repositories under pmml topic.

• openscoring / openscoring

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

  apache-sparkapilightgbmpmmlrreal-timescikit-learnxgboost
  Language:Java 580

• apache / incubator-kie-kogito-runtimes

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

  hacktoberfestrule-enginedmnkogitoquarkuscloud-nativeworkflowbpmnbpmworkflow-enginecmmnjavaserverless-workflowspring-bootknativepmmldrools
  Language:Java 543

• SoftwareAG / nyoka

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

  lightgbmmachine-learningnyokapmmlpmml-exporterpythonpython-libraryscikit-learnstatsmodelsxgboost
  Language:Python 184

• autodeployai / ai-serving

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

  ai-servinginferenceinference-serveronnxonnx-grpconnx-inferenceonnx-modelsonnx-realtimeonnx-restpmmlpmml-deploymentpmml-grpcpmml-inferencepmml-modelpmml-realtimepmml-rest
  Language:Scala 149

• asafschers / goscore

  Go Scoring API for PMML

  classificationdecision-treesgolangmachine-learningpmmlrandom-forest
  Language:Go 99

• FlinkML / flink-jpmml

  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

  flink-jpmmlapache-flinkpmmlpredictionmodel-serving
  Language:Scala 96
• sklearn-pmml-model

  iamDecode / sklearn-pmml-model

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

  scikit-learnpmmlmachine-learningsklearn
  Language:Python 77

• autodeployai / pypmml

  Python PMML scoring library

  pmmlpmml-scoring-librarypmml-evaluatorpmml-deploymentpmml-pythonpmml-python-library
  Language:Python 76

• lightbend / model-serving-tutorial

  Code and presentation for Strata Model Serving tutorial

  model-servingkafkaakka-streamsflinksparkpmmltensorflowtensorflow-serving
  Language:Scala 69

• asafschers / scoruby

  Ruby Scoring API for PMML

  ruby-gempmmlrandom-forestclassificationrubymlmachine-learninggradient-boosting-classifiergbmrubygradient-boosted-modelsdecision-treenaive-bayes
  Language:Ruby 68

• autodeployai / pmml4s

  PMML scoring library for Scala

  pmmlpmml-scoring-libraryai-developmentml-deploymentpmml-evaluatorpmml-java-librarypmml-scala-librarypmml-deploymentpmml-java-deploymentpmml-jvmpmml-scala-deployment
  Language:Scala 62

• aipredict / ai-models-serialization

  AI模型序列化总结

  onnxpmmlspark-mlxgboostlightgbmkeraspytorchmxnetpfa
  51

• typesafehub / fdp-modelserver

  An umbrella project for multiple implementations of model serving

  model-servingpmmltensorflowakka-streamsakka-httpkafkakafka-streamsflinkspark-streamingspark-ml
  Language:Scala 46

• alipay / jpmml-sparkml-lightgbm

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

  pmmlapache-sparksparkmllightgbmmachine-learning
  Language:Java 41
• cPMML

  AmadeusITGroup / cPMML

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

  pmmlmlmachine-learningaimodel-deploymentmodel-scoringdata-science
  Language:C++ 27
• titus2

  animator / titus2

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

  analyticsinferenceinference-engineml-enginemodel-deploymentmodel-evaluationmodel-servingpfapfa-standardpmmlpythonscoringscoring-enginetitus
  Language:Python 23

• autodeployai / pypmml-spark

  Python PMML scoring library for PySpark as SparkML Transformer

  pmmlpyspark-mllibpmml-scoring-librarypmml-pysparkpmml-pyspark-mlpmml-pyspark-transformer
  Language:Python 22

• Cumulocity-IoT / r-pmml

  Generate PMML for various machine learning and statistical models.

  machine-learningpmmlrzementis
  Language:R 20

• FlinkML / flink-modelServer

  Generic Model Serving Implementation leveraging Flink

  flinkmodelmodel-servingtensorflowpmmlstream
  Language:Java 20

• autodeployai / pmml4s-spark

  PMML scoring library for Spark as SparkML Transformer

  pmmlspark-mlpmml-scoring-librarypmml-sparkpmml-spark-mlpmml-spark-transformer
  Language:Scala 19

• srowen / cdsw-simple-serving

  Modeling Lifecycle with ACME Occupancy Detection and Cloudera

  cloudera-data-scienceclouderadata-scienceworkbenchpmmlopenscoring
  Language:Scala 14

• mllite / sklearn2sql-demo

  Demo of an In-database processing tool for scikit-learn

  decisiondeploymentin-databasein-database-analyticsintegrationmssqlmysqloraclepmmlpostgresqlpredictive-modelingprobabilitiesscikit-learnscorescoringsklearn2sqlsqlsql-serversqlitetranspiler
  Language:Jupyter Notebook 13

• Big-Life-Lab / bllflow

  Big Life Lab Flow (BLLFlow) - a workflow for open, reproducible research. Includes support for PMML, DDI.

  pmmlrddiddi-codebookopensci
  Language:R 11

• prinz-nussknacker / prinz

  Prinz provides ML integrations for Nussknacker.

  prinzmlflowpmmlh2oainussknackerml-models
  Language:Scala 10

• sezinkarli / lightningscorer

  Lightning fast web service for machine learning model scoring

  pmmlpredictionrest-apiscoring-models
  Language:Java 10

• itlubber / scorecard2pmml

  将评分卡模型转换为PMML文件进行部署

  pmmlscorecardpytoad
  Language:Python 6

• animator / orange3-scoring

  :tangerine: :dart: Score PMML and PFA models in Orange3

  pmmlpfa-standardpfaorange3orangescoring-enginescoringinferenceinference-engine
  Language:Python 4

• asafschers / scorystal

  Crystal Scoring API for PMML

  crystalpmmlrandom-forestgbmgradient-boosting-classifiermachine-learning
  Language:Crystal 3

• whyjust / wgcpy

  Data analysis and PMML model framework

  python3pmml
  Language:Python 3

• yashargorgani / annpmml

  A C# Library for Deploying PMML Artificial Neural Network Model

  pmmlannartificial-neural-networkscsharpdata-sciencedata-mining
  Language:C# 3

• BrooksIan / SparkPipelineSparkNLP

  Build & Convert a Spark NLP Pipeline to PMML

  sparknlpcorenlppmmlzeppelin-notebook
  2

• damiencarol / ruleset-pmml

  Convert rule set described in a simple file to a valid PMML file.

  pmml
  Language:Java 2
• vertx-pmml

  immusen / vertx-pmml

  Demo of high performance AI model (pmml export) evaluator api base on Vert.x, Supports dynamic routing configuration for multiple pmml models via JSON

  aiapidynamic-routingeventbusjavajava-pmmljpmmlpmmlpmml-evaluatorverticlevertxvertx-webvertx4
  Language:Java 2

• ruivieira / pmml-zoo

  A REST server to generate test PMML models

  pmmlpythonrestservermodel-generatorsimulation
  Language:Python 2

• wdatasci / WDS-JniPMML-XLL

  An Excel AddIn (XLL) to call model evaluators.

  pmmljpmml-evaluatorexcelexceldnaxllxll-addincsharpjavajnivbvbahdf5wdsjpmmlwds-jnipmml-xllpmml-evaluator
  Language:C# 2

• Taki0327 / PMML-Student-achievement-cluster-KMeans

  使用 PMML 跨平台调用基于 scikit-learn 框架制作的 KMeans 模型示例

  javakmeansmachine-learningpmmlscikit-learn
  Language:Jupyter Notebook 1