Open-source projects categorized as Jupyter Edit details

Top 23 Jupyter Open-Source Projects

  • tqdm

    A Fast, Extensible Progress Bar for Python and CLI

    Project mention: Need to understand and simplify this function that converts a video with ffmpeg while showing a progress bar? | reddit.com/r/learnpython | 2022-06-05
  • homemade-machine-learning

    🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

    Project mention: Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained | reddit.com/r/MachineLearning | 2021-10-27
  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • dash

    Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.

    Project mention: Can anyone explain me callback in dash | reddit.com/r/learnpython | 2022-05-10

    This is an older example, i found on github here

  • bokeh

    Interactive Data Visualization in the browser, from Python

    Project mention: why doesn't bokeh boxplot appear? | reddit.com/r/learnpython | 2022-04-23
  • ipython

    Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

    Project mention: Debugging Python programs without an IDE | dev.to | 2022-06-29

    Do you know IPython? It is a modern Python console that extends the capabilities of the classic builtin Python shell by offering introspection, tab completion, syntaxing coloring, as well as history. If you don't know it, I can't recommend it enough. More information can be found in its GitHub page.

  • JupyterLab

    JupyterLab computational environment.

    Project mention: JupyterHub server vs remote kernel: handle VPN drops for long-running notebooks | reddit.com/r/JupyterNotebooks | 2022-05-06
  • kubeflow

    Machine Learning Toolkit for Kubernetes

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • ds-cheatsheets

    List of Data Science Cheatsheets to rule the world

    Project mention: ⚙️ Data Science Cheat Sheets: A collection of cheat sheets for #DataScience and problem solving. h/t @Sauain | reddit.com/r/policerewired | 2021-10-01
  • PRML

    PRML algorithms implemented in Python

  • pandas-profiling

    Create HTML profiling reports from pandas DataFrame objects

    Project mention: Someone sends you 1M rows of data, what tools do you use to analyze it? | reddit.com/r/BusinessIntelligence | 2022-05-25

    With Pandas Profiling

  • notebook

    Jupyter Interactive Notebook

    Project mention: How to use Jupyter notebooks in a conda environment? | reddit.com/r/codehunter | 2022-05-09

    As it seems, this is not quite straight forward and manyusers have similar troubles.

  • jupyter-themes

    Custom Jupyter Notebook Themes

    Project mention: How would Jupyter Notebook look like if created by Apple? | reddit.com/r/Python | 2022-06-08
  • docker-stacks

    Ready-to-run Docker images containing Jupyter applications

    Project mention: 3.51 GB Bloated Image for Coqui TTS Server | reddit.com/r/Dockerfiles | 2021-11-30

    FROM ubuntu:20.04 LABEL maintainer="PhysicsReplicatorAI " ARG NB_USER="coqui_user" \ NB_UID="1000" \ NB_GID="100" USER root ENV DEBIAN_FRONTEND=noninteractive \ TERM=xterm \ TZ=America/New_York # -------------------------------------------------------------------------------- # Update/Install the basics # -------------------------------------------------------------------------------- RUN apt-get update -y && \ apt-get install -y --no-install-recommends \ sudo locales apt-utils g++ libsndfile1-dev && \ apt-get -y clean autoclean && \ apt-get -y autoremove --purge && \ echo "en_US.UTF-8 UTF-8" > /etc/locale.gen && \ locale-gen # -------------------------------------------------------------------------------- # Configure environment # -------------------------------------------------------------------------------- ENV SHELL=/bin/bash \ NB_USER="${NB_USER}" \ NB_UID=${NB_UID} \ NB_GID=${NB_GID} \ LC_ALL=en_US.UTF-8 \ LANG=en_US.UTF-8 \ LANGUAGE=en_US.UTF-8 \ PATH="/home/${NB_USER}/.local/bin:${PATH}" \ HOME="/home/${NB_USER}" # -------------------------------------------------------------------------------- # Create coqui_user # User creation method/pattern obtained from: # https://github.com/jupyter/docker-stacks/blob/master/base-notebook/Dockerfile # -------------------------------------------------------------------------------- COPY fix-permissions /usr/local/bin/fix-permissions RUN chmod a+rx /usr/local/bin/fix-permissions && \ sed -i 's/^#force_color_prompt=yes/force_color_prompt=yes/' /etc/skel/.bashrc && \ echo "auth requisite pam_deny.so" >> /etc/pam.d/su && \ sed -i.bak -e 's/^%admin/#%admin/' /etc/sudoers && \ sed -i.bak -e 's/^%sudo/#%sudo/' /etc/sudoers && \ useradd -l -m -s /bin/bash -N -u "${NB_UID}" "${NB_USER}" && \ chmod g+w /etc/passwd && \ fix-permissions "${HOME}" && \ cd "${HOME}" && \ apt-get install -y --no-install-recommends python3-dev python3-pip && \ apt-get -y autoclean && \ apt-get -y autoremove --purge && \ apt-get -y purge $(dpkg --get-selections | grep deinstall | sed s/deinstall//g) && \ rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* # -------------------------------------------------------------------------------- # Install TTS # -------------------------------------------------------------------------------- USER ${NB_UID} RUN fix-permissions "${HOME}" && \ python3 -m pip install --no-cache-dir --upgrade TTS && \ rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/* EXPOSE 5002 ENTRYPOINT ["tts-server"]

  • wowchemy-hugo-themes

    🔥 Hugo website builder, Hugo themes & Hugo CMS. No code, build with widgets! 创建在线课程,学术简历或初创网站。

    Project mention: wowchemy-hugo-themes VS ough-hugo - a user suggested alternative | libhunt.com/r/wowchemy-hugo-themes | 2022-04-19
  • deepo

    Setup and customize deep learning environment in seconds.

    Project mention: Base image with both PyTorch and Tensorflow? | reddit.com/r/docker | 2022-02-09

    I found an image though, though there's some setup involved: https://github.com/ufoym/deepo

  • nteract

    📘 The interactive computing suite for you! ✨

    Project mention: Node.js Notebooks | news.ycombinator.com | 2022-02-20
  • py

    Repository to store sample python programs for python learning

    Project mention: Learn data science step by step in 6 months😉 | reddit.com/r/Datewithdata | 2022-05-03
  • papermill

    📚 Parameterize, execute, and analyze notebooks

    Project mention: html reports using python | reddit.com/r/learnpython | 2022-04-01

    papermill - similar to nbconvert with parametrization, and intergration for cloud storages

  • perspective

    A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

    Project mention: Building a web application with Rust and WebAssembly | news.ycombinator.com | 2022-06-15

    I wrote a medium-sized Rust web component with Yew, https://github.com/finos/perspective . I chose Rust/Yew for circumstances unique to my use case (a core data engine already in WASM/C++), and with some prior experience in both web and Rust. It's more complex than Typescript/React development for sure, but I also found it surprisingly capable/comprehensive once you've learned Rust itself, there's very little consolation in the Yew web app development experience outside of the complexity of Rust, and the application model is quite similar to React (wrt to markup in Rust source). It's also quite helpful (in my case) that contributors can work on data-engine and user experience features in the same language,

    If traditional JavaScript web app development fits your needs, I don't think Rust/Yew makes a compelling case - but in the presence of other performance-abusive requirements, it's a viable web app platform as well.

  • voila

    Voilà turns Jupyter notebooks into standalone web applications

    Project mention: PyScript-Flask integration POC for Data Scientists | reddit.com/r/datascience | 2022-05-03
  • lux

    Automatically visualize your pandas dataframe via a single print! 📊 💡 (by lux-org)

    Project mention: Mito – Excel-like interface for Pandas dataframes in Jupyter notebook | news.ycombinator.com | 2022-05-20
  • hydrogen

    :atom: Run code interactively, inspect data, and plot. All the power of Jupyter kernels, inside your favorite text editor. (by nteract)

    Project mention: Sunsetting Atom Text Editor | news.ycombinator.com | 2022-06-08

    I personally found Atom + Hydrogen [0] to be the most productive interactive Python environment I've ever used. I really want to see VSCode adopt some way to run a Jupyter kernel for a Python file (with a notebook UI) and have rich results in line with the code (i.e. not a terminal output off to the right side of the screen).

    [0] https://github.com/nteract/hydrogen

  • bqplot

    Plotting library for IPython/Jupyter notebooks

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-06-29.

Jupyter related posts


What are some of the best open-source Jupyter projects? This list will help you:

Project Stars
1 tqdm 22,314
2 homemade-machine-learning 19,409
3 dash 16,753
4 bokeh 16,435
5 ipython 15,411
6 JupyterLab 12,139
7 kubeflow 11,635
8 ds-cheatsheets 10,661
9 PRML 10,593
10 pandas-profiling 9,173
11 notebook 9,167
12 jupyter-themes 9,149
13 docker-stacks 6,730
14 wowchemy-hugo-themes 6,530
15 deepo 6,235
16 nteract 5,837
17 py 5,064
18 papermill 4,761
19 perspective 4,656
20 voila 4,180
21 lux 4,041
22 hydrogen 3,807
23 bqplot 3,314
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