autodeployai / ai-serving
Serving AI/ML models in the open standard formats PMML and ONNX with both HTTP (REST API) and gRPC endpoints
☆155Updated 4 months ago
Alternatives and similar repositories for ai-serving:
Users that are interested in ai-serving are comparing it to the libraries listed below
- ElasticCTR,即飞桨弹性计算推荐系统,是基于Kubernetes的企业级推荐系统开源解决方案。该方案融合了百度业务场景下持续打磨的高精度CTR模型、飞桨开源框架的大规模分布式训练能力、工业级稀疏参数弹性调度服务,帮助用户在Kubernetes环境中一键完成推荐系统部…☆181Updated 4 years ago
- AI模型序列化总结☆51Updated 5 years ago
- Read and write Tensorflow TFRecord data from Apache Spark.☆292Updated 10 months ago
- ☆33Updated last year
- MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging…☆192Updated last year
- OpenAIOS is an incubating open-source distributed OS kernel based on Kubernetes for AI workloads. OpenAIOS-Platform is an AI development…☆96Updated 3 years ago
- A flexible, high-performance serving system for machine learning models☆141Updated 3 years ago
- Python PMML scoring library☆76Updated 2 weeks ago
- 通用深度学习推理工具,可在生产环境中快速上线由TensorFlow、PyTorch、Caffe框架训练出的深度学习模型。☆408Updated 3 years ago
- A stand alone industrial serving system for angel.☆62Updated 2 years ago
- FIL backend for the Triton Inference Server☆76Updated this week
- ☆35Updated 3 years ago
- FeatHub - A stream-batch unified feature store for real-time machine learning☆320Updated 9 months ago
- PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.☆167Updated 2 years ago
- Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).☆185Updated last year
- An automatic machine learning toolkit, including hyper-parameter tuning and feature engineering.☆58Updated 5 years ago
- ☆28Updated 6 years ago
- Python library for converting Apache Spark ML pipelines to PMML☆96Updated last week
- extremely distributed machine learning☆123Updated 2 years ago
- ☆51Updated last year
- alibabacloud-aiacc-demo☆42Updated last year
- ☆213Updated last year
- Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models☆84Updated 2 years ago
- AI Flow is an open source framework that bridges big data and artificial intelligence.☆173Updated 2 years ago
- A high-performance serving system for DeepRec based on TensorFlow Serving.☆18Updated last year
- ml模型分布式服务部署:grpc,flask;docker☆74Updated 4 years ago
- Kubernetes-native Deep Learning Framework☆737Updated last year
- PMML scoring library for Scala☆63Updated 2 weeks ago
- Java library and command-line application for converting LightGBM models to PMML☆174Updated 3 weeks ago
- JPMML-SparkML plugin for converting LightGBM-Spark models to PMML☆41Updated 3 years ago