awesome-jupyter
A curated list of awesome Jupyter projects, libraries and resources
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Jupyter toolkit
A curated list of tools and resources to support Jupyter-based projects and applications
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What's in the list
205 links in 13 sections, with live GitHub stats.activeno commit in 2y
Runtimes/Frontends
- Beaker
Development environment with seamless data transmission from one language to another
docker-stacks
Hierarchical stacks of ready-to-run Jupyter applications in Docker
- Guild AI
Execute notebooks as experiments to capture and compare results over time
Hydrogen
Run code inline in Atom using Jupyter kernels
Jupyter Notebook
Main Jupyter notebook runtime
JupyterHub
Multi-user server for Jupyter
JupyterLab
JupyterLab is the next generation user interface for Jupyter
JupyterLab Desktop
A desktop application for JupyterLab, based on Electron
JupyterWith
Nix-based framework for the definition of declarative and reproducible Jupyter environments
kaggle/docker-python
Kaggle Python docker image that includes datasets and packages
ML Workspace
Docker image that includes Jupyter(Lab) and various packages for data science/machine learning
nteract
Native desktop notebook frontend
Panel
Notebooks as static files or interactive and standalone server-/client-side (via pyodide) apps
- PaneLite
A distribution of that works with and the ecosystem
Stencila
Native desktop notebook frontend
- Visual Studio Code
Native desktop notebook frontend
voila
Notebooks as interactive standalone web applications
Collaboration/Education
callgraph
Magic to display a function call graph
IllumiDesk
Docker-based JupyterHub + LTI + nbgrader distribution for education
IPythonBlocks
Practice Python with colored grids in Jupyter
jupyter-drive
Google drive for Jupyter
jupyter-edx-grader-xblock
Auto-grade a student assignment created as a Jupyter notebook and write the score in the Open edX gradebook
jupyter-viewer-xblock
Fetch and display part of, or an entire Jupyter Notebook in an Open edX XBlock
jupyterquiz
An interactive quiz generator for Jupyter notebooks and Jupyter Book
LTI Launch JupyterHub Authenticator
Authentication via Edx
nbautoeval
Create auto-evaluated exercises
nbgitpuller
Sync a git repository one-way to a local path
nbgrader
Assigning and grading of Jupyter notebooks
nbtutor
Visualize Python code execution (line-by-line)
Visualization
Altair
Declarative visualization library for Python, based on and
- anywidget
A Python library that simplifies creating and publishing custom Jupyter widgets
- Bokeh
Interactive visualization library that targets modern web browsers for presentation
bqplot
Grammar of Graphics-based interactive plotting framework for Jupyter
Evidently
Interactive reports to analyze machine learning models during validation or production monitoring
- hvplot
A familiar and high-level API for data exploration and visualization in Jupyter
ipychart
Interactive Chart.js plots in Jupyter
ipycytoscape
Widget for interactive graph visualization in Jupyter using cytoscape.js
ipydagred3
library for drawing directed acyclic graphs in jupyterlab using dagre-d3
ipyleaflet
Interactive visualization library for Leaflet.js maps in Jupyter notebooks
IPySigma
Prototype network visualization frontend for Jupyter notebooks
ipytree
Tree UI element for Jupyter
ipyvizzu
Animated data storytelling tool
ipyvolume
3D plotting for Python in Jupyter based on widgets and WebGL
ipywebrtc
Video/Audio streaming in Jupyter
ipywidgets
UI widgets for Jupyter
itk-jupyter-widgets
Interactive widgets to visualize images in 2D and 3D
jp_doodle
Infrastructure for building special purpose interactive diagrams in 2D and 3D
jupyter-gmaps
Interactive visualization library for Google Maps in Jupyter notebooks
jupyter-manim
Display (Mathematical Animation Engine) videos or GIFs in Jupyter notebooks
lux
Recommends a set of visualizations whenever a dataframe is printed in a notebook
- mpld3
Combining Matplotlib and D3js for interactive data visualizations
pd-replicator
Copy a pandas DataFrame to the clipboard with one click
Perspective
Data visualization and analytics component, especially for large/streaming datasets
pyecharts
Python interface for the visualization library
pythreejs
Python / ThreeJS bridge utilizing the Jupyter widget infrastructure
tqdm
Fast, extensible progress bar for loops and iterables
tributary
Python data streams with Jupyter support
xleaflet
C++ Backend for ipyleaflet
xwebrtc
C++ Backend for ipywebrtc
xwidgets
C++ Backend for ipywidgets
Tables
buckaroo
GUI Data Wrangling tool for Jupyter and pandas
ipyaggrid
The power of ag-Grid in Jupyter
ipydatagrid
Fast datagrid widget for Jupyter
ipyregulartable
High performance, editable, stylable datagrids in Jupyter
ipysheet
Interactive spreadsheets in Jupyter
ITables
Pandas and Polars DataFrames rendered as interactive tables
Qgrid
Interactive grid for sorting, filtering, and editing DataFrames in Jupyter
Rendering/Publishing/Conversion
- Binder
Turn a GitHub repo into a collection of interactive notebooks
Bookbook
Bookbook converts a set of notebooks in a directory to HTML or PDF, preserving cross references within and between notebooks
ContainDS Dashboards
JupyterHub extension to host authenticated scripts or notebooks in any framework (Voilà, Streamlit, Plotly Dash etc)
Ganimede
Store, version, edit and execute notebooks in sandboxes and integrate them directly via REST interfaces
Jupyter Book
Build publication-quality books and documents from computational material
jupyterlab_nbconvert_nocode
NBConvert exporters for PDF/HTML export without code cells
Jupytext
Convert and synchronize notebooks with text formats (e.g. Python or Markdown files) that work well under version control
jut
CLI to nicely display notebooks in the terminal
Kapitsa
CLI to search local Jupyter notebooks
Mercury
Convert notebooks into web applications
- nbconvert
Convert notebooks to other formats
nbdev
Develop, package and distribute Python packages to PyPI using Jupyter as a environment
nbflow
One-button reproducible workflows with Jupyter and Scons
- nbinteract
Create interactive webpages from Jupyter notebooks
nbscan
Search for and print cells contents of Jupyter notebooks
- Nikola
Static Site Generator that converts notebooks into websites
notedown
Convert Jupyter notebooks to markdown (and back)
Papermill
Tool for parameterizing, executing, and analyzing Jupyter notebooks
Ploomber
Run a collection of notebooks and scripts in a reproducible manner using a file
pynb
Jupyter Notebooks as plain Python code with embedded Markdown text
rst2ipynb
Convert standalone reStructuredText files to Jupyter notebook file
Voila
Rendering of live Jupyter Notebooks with interactive widgets, allowing dashboarding based on Jupyter Notebooks
Version Control
databooks
A command-line utility that eases versioning and sharing of notebooks
git
Extension for git integration
jupyter-nbrequirements
Dependency management and optimization in Jupyter Notebooks
nbdime
Tools for diffing and merging of Jupyter notebooks
nbQA
Run any standard Python code quality tool on a Jupyter Notebook, from the command-line or via pre-commit
- Neptune
Version, manage and share notebook checkpoints in your projects
- ReviewNB
Code reviews for Jupyter Notebooks
JupyterLab Extensions
amphi-etl
Low-code ETL extension for Jupyterlab
code_formatter
A universal code formatter
debugger
A visual debugger for Jupyter notebooks, consoles, and source files
drawio
Extension that displays drawio/mxgraph diagrams
elyra
A visual editor for creating and running notebook (or Python script) pipelines locally or remotely
genv
Extension for managing GPU environments in JupyterLab
go-to-definition
Extension for navigating to the definition of a variable or function in JupyterLab
google-drive
Extension for Google Drive integration
jupyter-ai
Work with generative AIs (wide range of models supported) as a conversational assistant in JupyterLab
jupyter-fs
A filesystem-like content manager for multiple backends in Jupyter
jupyter-notify
Cell magic for browser notification of cell completion
jupyter-panel-proxy
Automatically serve notebooks as data apps at the endpoint of your Jupyter server
jupyter-stack-trace
Click on the stack trace to open the respective file or a Google search
jupyterlab-executor
Extension to execute scripts from the Jupyterlab file browser
jupyterlab-kyso
Extension to publish notebooks to the platform from Jupyterlab
jupyterlab-notifications
Customizable notebook cell completion browser notifications for JupyterLab
jupyterlab-tensorboard-pro
TensorBoard support for JupyterLab
jupyterlab_autoversion
Automatically version notebooks in JupyterLab
jupyterlab_commands
Add arbitrary python commands to the JupyterLab command palette
jupyterlab_email
Email notebooks and their content from within JupyterLab
jupyterlab_iframe
View HTML as an embedded iframe in JupyterLab
jupyterlab_miami_nights
Combination of VS Code's SynthWave '84 and JupyterLab's Neon Night themes
jupyterlab_templates
Notebook templates in JupyterLab
latex
Extension for live editing of LaTeX documents
lineapy
Extension for transforming messy Jupyter notebooks to production-ready pipelines with two lines of code
lsp
IDE-like features (code navigation, hover suggestions, linters, diagnostics, kernel-less autocompletion etc.)
nb_black
Extension to keep Python code automatically formatted using
python-bytecode
Explore CPython Bytecode in JupyterLab
quickopen
Quickly open a file in JupyterLab by typing part of its name
shortcutui
An extension for managing keyboard shortcuts
sidecar
A sidecar output widget for JupyterLab
sql
SQL GUI for JupyterLab
stickyland
Break the linear presentation of notebooks with sticky cells
system-monitor
Extension to display system metrics
tabnine
Tabnine AI auto completer extension
theme-darcula
A handsome Darcula theme for Jupyterlab
toc
Extension that provides a table of contents for notebooks
topbar
Top Bar extension for JupyterLab
variableinspector
Variable inspector extension that shows variables and their values
vim
Vim notebook cell bindings
voyager
Extension to view CSV and JSON data in
Testing
ipytest
Test runner for running unit tests from within a notebook
nbcelltests
Cell-by-cell testing for notebooks in Jupyter
nbval
Py.test plugin for validating Jupyter notebooks
nosebook
Nose plugin for finding and running IPython notebooks as nose tests
sphinxcontrib-jupyter
Sphinx extension for generating Jupyter notebooks
treebeard
GitHub Action for testing/scheduling Jupyter notebooks
treon
Easy-to-use test framework for Jupyter Notebooks
Domain-Specific Projects
- ArcGIS
Library for working with maps and geospatial data, powered by web GIS
- GenePattern Notebook
Integrating Genomic Analysis with Interactive Notebooks
GeoNotebook
Extension for exploratory geospatial analysis
Jupylet
Create 2D and 3D games, graphics, live music and sound interactively in a Jupyter notebook
- keplergl
Jupyter extension for visual exploration of large-scale geolocation data sets
lolviz
Data-structure visualization tool for lists of lists, lists, dictionaries
- Quantopian Notebooks
Jupyter-based platform for financial research
vpython-jupyter
VPython 3D engine running in a Jupyter notebook
xontrib-jupyter
Jupyter kernel for xonsh, a Python-powered, cross-platform, Unix-gazing shell language
Hosted Notebook Solutions
- Anaconda Enterprise
Multi-user collaboration and one-click deployment of models, notebooks, and dashboards
- Azure Notebooks
Jupyter notebooks running in the cloud on Microsoft Azure
- CoCalc
Notebooks with 17 supported kernel types, course management, LaTeX document authoring, simultaneous document editing and integration with the SageMath computer algebra system
- DataBlogs
DataBlogs is an open-source data journalism platform that converts Jupyter notebooks into published articles on the web
- DataCamp Workspace
Jupyter-backed data science notebooks with built-in collaboration and publishing functionality
- Deepnote
Jupyter-compatible data science notebook with real-time collaboration, versioning and easy deployment
- Domino Data Lab
Data science platform with integrated collaboration tools, environment management and compute grid
- Google Cloud AI Platform Notebooks
Managed JupyterLab notebook instances configured with GPU-enabled machine learning frameworks on Google Cloud Platform
- Google Cloud Dataproc Jupyter component
Jupyter and JupyterLab for Apache Spark using Google Cloud Dataproc
- Google Colaboratory
Cloud-based Jupyter environment aimed at machine learning education and research
- Kyso
Data science platform to publish and share Jupyter notebooks as data blogs and web applications
- Mineo.app
Data Ops platform with Jupyter-compatible notebooks, no code blocks, and support for creating dashboards
- Naas
JupyterLab environment with magic scheduling/notification functionality and assets/dependency/secrets management
- Noteable
Noteable is a collaborative notebook to combine code (SQL, Python & R) and interactive visualizations
- Paperspace Gradient
A Jupyter-backed data science IDE with accelerated hardware (GPUs) and MLOps functionality
- PAWS
Jupyter notebook deployment customized for interacting with Wikimedia wikis
- Pinggy
Create a tunnel to your Jupyter instance even if it is behind a firewall or NAT
- qBraid Lab
JupyterLab deployment providing curated software tools and integrations for quantum computing
- Saturn Cloud
Move your data science team into the cloud without having to switch tools
Official Resources and Documentation
Jupyter kernels
List of all programming languages available as Jupyter kernels
- Try Jupyter
Try Jupyter in your browser
Community Resources
- PyVideo.org
Conference Talks - ,
- jupyter
GitHub - Search:
- jupyter
GitHub - Topics: , , , , ,
- Jupyter Gitter Chatroom
Gitter -
- jupyter-map
Map of university institutions that use Jupyter
- kandi Kits Topic
Discover popular Jupyter libraries, top authors, trending project kits, discussions, tutorials & learning resources
- Jupyter General Mailing List
Mailing Lists - ,
- Framework :: Jupyter
PyPI - is the PyPI trove classifier for Jupyter projects
- r/IPython
Reddit - Subreddits: ,
- jupyter
Stack Overflow - Tags: ,
Articles/Guides/Tutorials
- Exploratory computing with Python
Collection of notebooks covering scientific computing
How to Grow Neat Software Architecture out of Jupyter Notebooks
Article and about growing a neat software architecture from notebooks
JupyterLab - Your Personal Data Science Workbench
Talk about JupyterLab at Full Stack Quants London
pytudes
List of Jupyter Notebooks by Peter Norvig
- Sharing Jupyter Notebooks from localhost
Sharing Jupyter Notebooks from localhost
- The Littlest JupyterHub
JupyterHub distribution for 1-50 users on a single server; more lightweight than the Zero to JupyterHub setup
- Zero to JupyterHub
Tutorial to help install and manage JupyterHub
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Featured in 9 awesome lists
Each link jumps to the spot where the list mentions awesome-jupyter.