workflow-orchestration

Open-source projects categorized as workflow-orchestration
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Language: + Python + Java + Jupyter Notebook + Go
Topics: Machine Learning Mlops Workflow engine Workflow data-pipelines
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Top 6 workflow-orchestration Open-Source Projects

  • Airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    • Project mention: Building in Public: Leveraging Tublian's AI Copilot for My Open Source Contributions | dev.to | 2024-02-12

    Contributing to Apache Airflow's open-source project immersed me in collaborative coding. Experienced maintainers rigorously reviewed my contributions, providing constructive feedback. This ongoing dialogue refined the codebase and honed my understanding of best practices.

  • incubator-dolphinscheduler

    Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • mlops-zoomcamp

    Free MLOps course from DataTalks.Club

    • Project mention: Where do I start to learn MLOPS? | /r/mlops | 2023-07-01

    There is MLOps Zoomcamp course (which shows end-to-end MLOps process with open-source MLOps tools) https://github.com/DataTalksClub/mlops-zoomcamp.

  • awesome-argo

    A curated list of awesome projects and resources related to Argo (a CNCF graduated project)

  • polaris

    Polaris: High performance workflow orchestrator for Golang (by harshadmanglani)

    • Project mention: Show HN: Workflow Orchestrator in Golang | news.ycombinator.com | 2024-03-04

  • awesome-kubeflow

    A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

workflow-orchestration related posts

  • Where do I start to learn MLOPS?

    1 project | /r/mlops | 1 Jul 2023

  • How to start with MLops

    1 project | /r/learnmachinelearning | 26 May 2023

  • As an engineer moving into the DS field, I got my first job offer. Does it sound reasonable?

    1 project | /r/datascience | 5 May 2023

Index

What are some of the best open-source workflow-orchestration projects? This list will help you:

Project Stars
1 Airflow 34,570
2 incubator-dolphinscheduler 12,025
3 mlops-zoomcamp 8,778
4 awesome-argo 1,792
5 polaris 246
6 awesome-kubeflow 181

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