SmartPipeline
A framework for rapid development of robust data pipelines following a simple design pattern (by giacbrd)
seq-pipeline
Workspace for data science projects and NGS pipelines. Contains RStudio, Jupyter Notebook, VSCode and file manager. Can connect to Tailscale network to bypass firewalls. (by kstawiski)
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| SmartPipeline | seq-pipeline | |
|---|---|---|
| 1 | 1 | |
| 22 | 10 | |
| - | - | |
| 7.5 | 4.6 | |
| 2 months ago | 8 months ago | |
| Python | PHP | |
| GNU Lesser General Public License v3.0 only | - |
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.
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.
SmartPipeline
Posts with mentions or reviews of SmartPipeline.
We have used some of these posts to build our list of alternatives
and similar projects.
seq-pipeline
Posts with mentions or reviews of seq-pipeline.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Data science workspace I have always dreamed about...
I have created a workspace for my data science projects and NGS pipelines. Contains RStudio, Jupyter Notebook, VSCode, and a file manager. It can use docker in docker and singularity and connect to the Tailscale network to bypass firewalls, thus allowing it to work from anywhere. I feel happy to share it if someone wants to use it - https://github.com/kstawiski/seq-pipeline
What are some alternatives?
When comparing SmartPipeline and seq-pipeline you can also consider the following projects:
patterns-devkit - Data pipelines from re-usable components
coolify - An open-source & self-hostable Heroku / Netlify / Vercel alternative.
Mage - 🧙 The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai
ML-Workspace - 🛠All-in-one web-based IDE specialized for machine learning and data science.
dagster - An orchestration platform for the development, production, and observation of data assets.
AutoMLPipeline.jl - A package that makes it trivial to create and evaluate machine learning pipeline architectures.
versatile-data-kit - One framework to develop, deploy and operate data workflows with Python and SQL.