Ploomber

ploomber

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

jupysql

Better SQL in Jupyter. 📊

sklearn-evaluation

Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.

projects

Sample projects using Ploomber.

soorgeon

Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊

ploomber-engine

A toolbox 🧰 for Jupyter notebooks 📙: testing, experiment tracking, debugging, profiling, and more!

debuglater

Store Python traceback for later debugging. 🐛

soopervisor

☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.

nbsnapshot

Automated Jupyter notebook testing. 📙

jupyai

JupyAI adds AI capabilities to JupyterLab.

posts

Complementary code for blog posts

jupyblog

Execute code snippets in markdown files.

sql

jupysql-plugin

doc

Documentation for Ploomber Cloud

notebooks-academy

📙 Notebooks Academy: Write Production-Ready Code From Jupyter.

pkgmt

A toolkit for managing Python packages. 📦🐍

binder-env

Binder environment

k2s

Bootstrap Python environments and Jupyter kernels.

contributing

Learn how to contribute to Ploomber 👥

scaffold

Minimal structure for bootstrapping Data Science projects

notebooks-ci

Example project using nbsnapshot for Continuous Integration of Jupyter notebooks.

core

Core module shared across projects.

hackathon

Ploomber <> Panel Hackathon

hacktoberfest-2023-project

Init template for data pipeline project

latam-ai

Contents for LATAM AI Workshop

dockerctx

Context manager for managing the lifetime of a docker container

dummy

A dummy package for testing purposes.

ipython-kernel-docker

mlflow2sql

Export MLFlow experiments to SQL