Top 23 Notebook Open-Source Projects

• ipython

  7 14,765 9.4 Python

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

  

  Project mention: A resource for looking 'under the hood' of multi-processing in python | reddit.com/r/learnpython | 2021-04-19

  I stand corrected... Apparently, it does matter, if you are on Windows... https://github.com/ipython/ipython/issues/4698#issuecomment-30605308

• kubeflow

  2 10,179 7.8 Jsonnet

  Machine Learning Toolkit for Kubernetes

  

  Project mention: Machine Learning Orchestration on Kubernetes using Kubeflow | dev.to | 2021-03-23

  If you are looking for bringing agility, improved management with enterprise-grade features such as RBAC, multi-tenancy and isolation, security, auditability, collaboration for the machine learning operations in your organization, Kubeflow is an excellent option. It is stable, mature and curated with best-in-class tools and framework which can be deployed in any Kubernetes distribution. See Kubeflow roadmap here to look into what's coming in the next version.

• Scout APM

  Sponsored scoutapm.com

  Scout APM - Leading-edge performance monitoring starting at $39/month. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

• PRML

  1 9,626 0.3 Jupyter Notebook

  PRML algorithms implemented in Python

  Project mention: Probabilistic Machine Learning, Kevin Murphy (2nd edition, 2021) | news.ycombinator.com | 2020-12-31

  It's a regression as far as code readability goes for fairly straightforward reasons: almost everything in Matlab is a matrix. Matrices are not first class citizens in Python, and it matters. I use Python a hell of a lot more than Matlab, but for examining how an algorithm works, Matlab wins. Go look at these PRML collections in Python and Matlab and see if you disagree:

  https://github.com/ctgk/PRML

  https://github.com/PRML/PRMLT

• Paperwork

  0 7,730 0.0 Shell

  Paperwork - OpenSource note-taking & archiving alternative to Evernote, Microsoft OneNote & Google Keep

  

• numpy-100

  2 6,576 4.9 Python

  100 numpy exercises (with solutions)

  Project mention: CSS Deep | dev.to | 2021-02-26

  rougier/numpy-100 - 100 Numpy exercises

• docker-stacks

  2 5,880 8.6 Python

  Ready-to-run Docker images containing Jupyter applications

  

  Project mention: Jupyter Lab Docker Work Environment | reddit.com/r/docker | 2021-03-15

  If you pass an environment variable of JUPYTER_ENABLE_LAB=yes to the official Jupyter container builds they should start with jupyter lab.

• polynote

  2 4,137 9.1 Scala

  A better notebook for Scala (and more)

  

  Project mention: Compiling/testing Jupyter notebook code with sbt? | reddit.com/r/scala | 2021-02-14

  Polynote does support .ipynb and has a feature to run notebooks from the comand line.

• papermill

  4 4,064 6.7 Python

  📚 Parameterize, execute, and analyze notebooks

  

  Project mention: What is with the assumption that if you are using the jupyter you are a noob? | reddit.com/r/datascience | 2021-03-30

• nb

  5 3,219 0.0 Shell

  CLI and local web plain text note-taking, bookmarking, and archiving with encryption, filtering & search, Git-backed versioning & syncing, Pandoc-backed conversion, + more in a single portable script.

  Project mention: nb v6: CLI and local web note-taking with linking, browsing, tagging, and more | reddit.com/r/programming | 2021-04-20

• Spark Notebook

  0 3,027 1.1 JavaScript

  Interactive and Reactive Data Science using Scala and Spark.

  

• fsnotes

  4 2,951 8.9 Swift

  Notes manager for macOS/iOS

  Project mention: Bye bye Bear 👋🏻 | reddit.com/r/bearapp | 2021-04-17

  try fsnot.es - very similar to bear, has ios app. oh, and it's free!

• polyaxon

  2 2,794 9.3 Python

  Machine Learning Platform for Kubernetes

  

  Project mention: Open source alternative to AWS Sagemaker, Google AI Platform, and Azure ML | reddit.com/r/CKsTechNews | 2021-03-28

• Pluto.jl

  14 2,700 9.6 Julia

  🎈 Simple reactive notebooks for Julia

  Project mention: Pluto doesn't render Symbolics.jl expressions correctly | reddit.com/r/Julia | 2021-04-19

  There’s already an open issue (with some workarounds) here: https://github.com/fonsp/Pluto.jl/issues/488

• kb

  5 2,666 8.2 Python

  A minimalist command line knowledge base manager

  Project mention: Kb – a minimalist CLI knowledge base manager | news.ycombinator.com | 2021-03-25

• MachineLearningNotebooks

  1 2,250 7.5 Jupyter Notebook

  Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft

  

  Project mention: I Took The Azure DP-100 exam today and passed it | reddit.com/r/AzureCertification | 2021-04-05

• Dnote

  0 2,056 3.6 Go

  A simple command line notebook for programmers

  

• nbfc

  15 1,679 0.0 C#

  NoteBook FanControl

  Project mention: Any Fan control software for laptops on Manjaro? | reddit.com/r/linux | 2021-04-16

• mbp-2016-linux

  19 1,673 3.3 Shell

  State of Linux on the MacBook Pro 2016 & 2017

  Project mention: Installing Manjaro on PoS device called MacBook Pro | reddit.com/r/ManjaroLinux | 2021-04-03

  My condolences, here is a github repository detailing known issues for Linux on macbook pros (for 2016-2017 models, but still largely relevant to 2019 models).

• mindforger

  3 1,554 0.0 C++

  Thinking notebook and Markdown editor.

  Project mention: But really, come on now | reddit.com/r/Notion | 2021-03-05

  [Mindfrogger](https://github.com/dvorka/mindforger)

• kactl

  2 1,182 6.5 C++

  KTH Algorithm Competition Template Library (... eller KTHs AC-tillverkande lapp)

  

  Project mention: I want to design and build a programming language specifically for competitive programming! | reddit.com/r/ProgrammingLanguages | 2021-01-31

  Finally, there are certain types of algorithms/operations that can be very sensitive to implementation. For example, a "good" Fast Fourier Transform implementation may be 3-4 orders of magnitude faster than a naive recursive one (with the same complexity!). Another fun case is something like (a*b)%c when the numbers are 64 bit. Using a fast implementation like this one (https://github.com/kth-competitive-programming/kactl/blob/master/content/number-theory/ModMulLL.h#L20) can speed up your code by 3-4x compared to using a naive implementation.

• sparkmagic

  1 958 6.4 Python

  Jupyter magics and kernels for working with remote Spark clusters

  

  Project mention: An SQL Solution for Jupyter | news.ycombinator.com | 2021-02-09

  Jupyter would be even better if it supported the seamless combination of Python and SQL code cells.

  My notebook code typically involves a data prep stage with querying a SQL database, then downloading into Python for more complex analysis, ML modelling, integration with external data sources, etc. So the notebook has a Python kernel with SQL usually as embedded """-quoted strings.

  Does anyone have a solution to treating selected code cells as SQL - with SQL highlighting and tooltips - exposed as string variables to the Python code?

  Sparkmagic [1] does part of this for Python/SQL/Spark interoperability, but as far as I recall, doesn't support SQL syntax highlighting.

  [1] https://github.com/jupyter-incubator/sparkmagic

• jupyterlab-lsp

  7 843 9.7 TypeScript

  Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol

  Project mention: [D] Why is Google Colab free? | reddit.com/r/MachineLearning | 2021-02-13

  On the upside, going down this rabbit hole also made me install jupyterlab-lsp for VS Code like auto complete, and jupyterlab_code_formatter to have auto formatting in notebooks.

• starboard-notebook

  2 589 8.3 TypeScript

  In-browser literal notebooks

  Project mention: Brython: Python in the Browser | news.ycombinator.com | 2021-04-12

Index