From Jupyter to Kubernetes: Refactoring and Deploying Notebooks Using Open-Source Tools

This page summarizes the projects mentioned and recommended in the original post on dev.to

Our great sponsors
  • WorkOS - The modern identity platform for B2B SaaS
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • SaaSHub - Software Alternatives and Reviews
  • isort

    A Python utility / library to sort imports.

  • The interactivity of notebooks makes it simple to try out new ideas, but it also yields messy code. While exploring data, we often rush to write code without considering readability. Lucky for us, there are tools like isort and black which allow us to easily re-format our code to improve readability. Unfortunately, these tools only work with .py files; however, soorgeon enable us to run them on notebook files (.ipynb):

  • black

    The uncompromising Python code formatter

  • The interactivity of notebooks makes it simple to try out new ideas, but it also yields messy code. While exploring data, we often rush to write code without considering readability. Lucky for us, there are tools like isort and black which allow us to easily re-format our code to improve readability. Unfortunately, these tools only work with .py files; however, soorgeon enable us to run them on notebook files (.ipynb):

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts