kubeflow-bootstrap VS elyra

Compare kubeflow-bootstrap vs elyra and see what are their differences.

kubeflow-bootstrap

🪐 1-click Kubeflow using ArgoCD (by treebeardtech)
AI Helm kubeflow Kubernetes Kustomize Machine Learning Terraform Jupyter jupyterhub Jupyterlab Airflow kserve Ray Spark Dask llms GPU Argocd mlflow
Source Code
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elyra

Elyra extends JupyterLab with an AI centric approach. (by elyra-ai)
Notebooks notebook-jupyter Jupyterlab jupyterlab-extensions AI Machine Learning Pipelines kubeflow-pipelines Python elyra Binder jupyterlab-notebooks kubeflow HacktoberFest jupyterlab-extension Anaconda Pypi Docker apache-airflow Airflow
Source Code
elyra.readthedocs.io
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kubeflow-bootstrap elyra
1 2
20 1,780
- 1.2%
9.3 6.3
about 1 month ago 20 days ago
Shell Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

kubeflow-bootstrap

Posts with mentions or reviews of kubeflow-bootstrap. We have used some of these posts to build our list of alternatives and similar projects.
  • Show HN: Kubeflow's Missing Helm Chart
    1 project | news.ycombinator.com | 19 Mar 2024
    Kubeflow is an ML platform like Sagemaker or Databricks that you can self-host in a Kubernetes cluster.

    Installing/deploying it is as complicated as it sounds, but we've put together an infrastructure project that lets you '1-click' install it even in tiny environments.

    The GH repo (also linked in blog) allows you to start Kubeflow in a codespace or small device using a docker container -- this is both good for trying it out and developing it into your own internal ML platform.

    https://github.com/treebeardtech/kubeflow-helm

elyra

Posts with mentions or reviews of elyra. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-10.
  • Introducing Elyra pipelines with custom component support
    3 projects | dev.to | 10 Aug 2021
    The Elyra open source project for JupyterLab aims to simplify common data science tasks. Its most popular feature is the Visual Pipeline Editor, which is used to create pipelines without the need for coding. You can run these pipelines in JupyterLab or on Kubeflow Pipelines or Apache Airflow.
  • What's new in Elyra 2.0
    6 projects | dev.to | 1 Feb 2021
    During the past year we have received many suggestions and feedback from users like you. We appreciate your input and encourage you to stay involved. Open GitHub issues, reach out on gitter, post in our new forum, or join our weekly community meeting.

What are some alternatives?

When comparing kubeflow-bootstrap and elyra you can also consider the following projects:

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

sagemaker-run-notebook - Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events

argo - Workflow Engine for Kubernetes

jupyterlab-lsp - Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol

ipyflow - A reactive Python kernel for Jupyter notebooks.

airflow-docker - Source code of the Apache Airflow Tutorial for Beginners on YouTube Channel Coder2j (https://www.youtube.com/c/coder2j)

debugger - A visual debugger for Jupyter notebooks, consoles, and source files

xeus-python - Jupyter kernel for the Python programming language

requirements - Simple requirements.txt based example

examples - A repository of examples for Elyra (https://github.com/elyra-ai/elyra)

airflow-dbt - Apache Airflow integration for dbt

flight-delay-notebooks - Analyzing flight delay and weather data using Elyra, IBM Data Asset Exchange, Kubeflow Pipelines and KFServing

elyra vs Airflow elyra vs sagemaker-run-notebook elyra vs argo elyra vs jupyterlab-lsp elyra vs ipyflow elyra vs airflow-docker elyra vs debugger elyra vs xeus-python elyra vs requirements elyra vs examples elyra vs airflow-dbt elyra vs flight-delay-notebooks