Components

Basic components of Science Toolkit.

Architecture

Science Toolkit Architecture

Gitea

Gitea is an open-source forge software package for hosting software development version control using Git as well as other collaborative features like bug tracking, wikis, and code review.

For more information please visit: gitea.io

JupyterHub

Gitea is an open-source forge software package for hosting software development version control using Git as well as other collaborative features like bug tracking, wikis, and code review.

For more information please visit: Jupyter Hub

VS Code

Visual Studio Code is a lightweight but powerful online code editor that support Python, Go, JavaScript, TypeScript, Node.js, etc) For more information please visit: VS Code

Drone.io

Drone.io is an open-source continuous integration platform built on Docker which allows automating Software Testing and Delivery.

For more information please visit: Drone.io

MLFlow

MLflow is an open-source platform to manage the ML lifecycle, including experimentation, reproducibility, and deployment. MLFlow allows tracking the results of jobs that have been scheduled in a pipeline. It is integrated with Minio for persistence.

For more information please visit: MLFlow

Postgres

Postgres is an open-source relational database management system emphasizing extensibility and technical standards compliance. It is designed to handle a range of workloads, from single machines to data warehouses or Web services with many concurrent users.

For more information please visit: PostgreSQL


Last modified January 1, 0001