4paradigm/openmldb-k8s

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Apache License 2.0
Created over 1 year ago
Updated 8 months ago

4paradigm/openmldb-k8s

4paradigm

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This is the tool to support running the OpenMLDB's online engine on Kubernetes

OpenMLDB

OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.

AutoX

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

Jupyter Notebook

k8s-vgpu-scheduler

OpenAIOS vGPU scheduler for Kubernetes is originated from the OpenAIOS project to virtualize GPU device memory.

openaios-platform

OpenAIOS is an incubating open-source distributed OS kernel based on Kubernetes for AI workloads. OpenAIOS-Platform is an AI development platform built upon OpenAIOS for enterprises to develop and deploy AI applications for production.

DemoApps

demo applications that show how to deploy offline feature engineering solutions to online in one minute with fedb and nativespark

OpenEmbedding

OpenEmbedding is an open source framework for Tensorflow distributed training acceleration.

pskiplist

An implementation of the persistent skiplist based on Intel Optane Persistent Memory. It is with Intel's pmemkv as an storage engine

FeatInsight

FeatInsight is a feature platform based on OpenMLDB

prpc

tsfe

Time Series Feature Extraction for Federated Learning

openmldb-docs-zh

This is the repo for OpenMLDB's Chinese documentations

rfcs

RFCs for 4Paradigm Open Source Community

hybridsql-asserts

HybridSQL third-party libraries

parameter-server

openmldb-exporter

OpenMLDB metric exporter for Prometheus

OpenMLDBSQLEmulator

openmldb-go-sdk

Official OpenMLDB Golang SDK