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JupyterLab 3.0 is released!

The 3.0 release of JupyterLab brings many new features to users and substantial improvements to the extension system.InstallationTo install JupyterLab with pip:pip install jupyterlab==3With mamba:mamba...

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Dashboarding with JupyterLab 3

Project Jupyter offers a complete suite of open-source tools for the scientific computing community, reaching from the exploratory phase of a project to the presentation of the results. In this last...

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Robotic Process Automation with JupyterLab

Introducing a new Jupyter kernel for Robot FrameworkRobotic Process Automation (RPA) differs from classical automation tools in that the actions to automate can be developed by observing a user perform...

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A Curiously Recurring Widget Library

Diving into the implementation of xwidgetsInteractive widgets allow Jupyter users to create user interfaces inline in their notebooks, and to turn them into standalone applications with tools such as...

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An SQL solution for Jupyter

xeus-sql: A xeus-sqlite sequelA few months ago we released xeus-sqlite, a Jupyter kernel that allows users to make SQLite queries directly from the notebook. With the needs of the Jupyter data science...

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Genomic data representation in Jupyter

Genomic data visualization in JupyterIf there is one thing that recent events tell us, it is that genomics is a large source of data, and that its manipulation and understanding allow for the quick...

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Abracadabra! Bringing the magics to xeus-python

Last year, we set ourselves to implement a visual debugger for JupyterLab. This endeavor required major developments in the JupyterLab front-end, in core-Jupyter protocols, and on the kernel side (the...

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Lessons learned from Jupyter’s Contributor in Residence pilot

By Georgiana Dolocan and Chris HoldgrafProject Jupyter, like most open source communities, often lacks the time and people power to maintain existing projects. Existing maintainers are often overloaded...

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nbterm: Jupyter Notebooks in the terminal

Jupyter notebooks are mostly known for their web-based user interface, such as JupyterLab or the Classic Notebook. They offer a great user experience, allow for rich output rendering, provide...

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Enabling the JupyterLab debugger with ipykernel

Support for the Jupyter Debugger Protocol just landed in ipykernelJupyterLab 3.0 includes a visual debugger that allows to interactively set breakpoints, step into functions, and inspect variables with...

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Congratulations, Distinguished Contributors!

We are proud announced the recipients of the Jupyter Distinguished Contributor (JDC) award for the 2020 cohort of contributors.Project Jupyter Distinguished Contributors are recognized for their...

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RetroLab — A JupyterLab distribution with a retro look and feel

RetroLab — A JupyterLab distribution with a retro look and feelRetroLab is an alternative JupyterLab distribution, built from the ground-up, providing a notebook interface with a retro look and...

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Setting up a “Production Ready” TLJH deployment

The Littlest JupyterHub is an extremely capable hub distribution that I’d recommend for situations where you expect, on average, under 100 active users.The Littlest JupyterHub is a distribution of...

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How we made Jupyter Notebooks collaborative with Yjs

Collaborative editing — à la Google Docs — is a feature that you still rarely find in applications. One of the few good things that came out of this pandemic is that more people seem to care about...

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JupyterLite: Jupyter ❤️ WebAssembly ❤️ Python

JupyterLite is a JupyterLab distribution that runs entirely in the web browser, backed by in-browser language kernels.MotivationJupyterLite is a reboot of several attempts at making a full static...

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Build a Jupyter Widget with React and TypeScript

Photo by Adi Goldstein on UnsplashWhen using a Jupyter Notebook to work on data science projects, I’ve found small user interface abstractions to be very useful. Scrubbing a slider or uploading a file...

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CVE-2021–32797 and CVE-2021–32798 Remote Code execution in JupyterLab and...

TL:DR; All recent JupyterLab and Notebook versions are susceptible to a attack where a maliciously crafted notebook can trigger arbitrary code execution when a user views these malicious files.We...

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Ploomber: Maintainable and Collaborative Pipelines in Jupyter

Ploomber is an open-source framework that allows teams to develop maintainable pipelines in Jupyter.Jupyter is a fantastic tool for data exploration. The ability to transform our data interactively and...

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Jupyter’s role in #ChaosDB

On August 26 it was revealed that a misconfiguration in Microsoft’s internal deployment of CosmosDB using Jupyter would allow attackers to access all customer data. Fortunately, they report no evidence...

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Community Note

We would like to acknowledge that it has recently come to our attention that a Jupyter event that took place in late Summer 2021 did not follow the agreed-upon COVID safety guidelines. The safety of...

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