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autox

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

benchmark

benchmark on in-memory database, streaming and batch system

canopy

Canopy is a machine learning learning compiler stack with the capability of adopting high-end FPGAs. As a part of OpenAIOS project, Canopy is an evolved version of Apache TVM. Canopy is able to support a variety of hardware backends such as PCIE-based cloud FPGAs, CPUs and GPUs.

canopy-hw

Canopy: FPGA-Accelerated Deep Learning Compiler Stack (Hardware Backend)

common

Common library

demoapps

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

featinsight

FeatInsight is a feature platform based on OpenMLDB

hybridsql-asserts

HybridSQL third-party libraries

incubator-brpc

Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services. "brpc" means "better RPC".

k8s-vgpu-scheduler

OpenAIOS vGPU device plugin for Kubernetes is originated from the OpenAIOS project to virtualize GPU device memory, in order to allow applications to access larger memory space than its physical capacity. It is designed for ease of use of extended device memory for AI workloads.

llpl

Low Level Persistence Library

llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

oam-kubernetes-runtime

A set of libraries for building OAM runtimes

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.

openembedding

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

openmldb

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

openmldb-docs-zh

This is the repo for OpenMLDB's Chinese documentations

openmldb-exporter

OpenMLDB metric exporter for Prometheus

openmldb-go-sdk

openmldb-k8s

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

openmldbsqlemulator

pafka

Pafka is originated from the OpenAIOS project to leverage an optimized tiered storage access strategy to improve overall performance for streaming/messaging system.

parameter-server

pcj

Persistent Collections for Java

pmemstore

Key/Value Datastore for Persistent Memory

prpc

pskiplist

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

rfcs

RFCs for 4Paradigm Open Source Community

serving

A flexible, high-performance serving system for machine learning models

spark

This is OpenMLDB's Spark Distribution, which is particularly optimized for feature extraction. It includes a few novel techniques, such as native implementation of last join and multi-window parallelization. Its APIs are fully compatible with the standard Spark. It is designed to be a component of OpenMLDB (https://github.com/4paradigm/OpenMLDB).