Notebooks suck: change my mind

• ploomber

  121 3,387 7.4 Python

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

  

The use case that you're describing (use someone else's code) is something we've thought of since users have asked similar questions before. The way we think about it is that users may develop ploomber-compatible tasks (which can be scripts or functions) that others can re-use. A typical example is an engineering team developing an in-house library to connect to data sources (the warehouse, data lake, etc) so the data scientists don't have to re-write the logic. As long as there is a convention in terms of the function/script/notebook interface (inputs and outputs), it's doable to take other people's code and incorporate it into yours. We have an open issue about this.

• nbstripout

  4 1,147 7.6 Python

  strip output from Jupyter and IPython notebooks

As far as versioning, I use nbstripout (notebook strip out) I think there are alternatives too.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• telepythy

  3 4 6.2 Python

  An embeddable, remote-capable Python shell (by dhagrow)

I don't know how much interest there is for that, but it works beautifully for me. It's in early stages , but if you don't mind a few missing key features, like block folding, you can find it here.

• nbdime

  7 2,596 8.4 TypeScript

  Tools for diffing and merging of Jupyter notebooks.

  

• clerk

  22 1,704 8.5 Clojure

  ⚡️ Moldable Live Programming for Clojure

  

Notebooks via [clerk](https://github.com/nextjournal/clerk) which come out of a real source file and don't have any of Jupyter's diffing problems

• libpython-clj

  25 1,032 5.7 Clojure

  Python bindings for Clojure

  

High quality interop with any python library via libpython-clj including, but not limited to, keras, numpy, matplotlib, and pandas. This includes zero copy paths from many of those.

• tech.ml.dataset

  15 637 8.8 Clojure

  A Clojure high performance data processing system

  

Really high quality libraries for deep learning, dataset manipulation, and more

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• CitationGraphAnalysis

  1 3 0.0 Jupyter Notebook

  Graph Analysis of citations among DCU researchers using GraphX (Apache Spark).

Like, look at this big old garbled mess: https://github.com/reidya3/CitationGraphAnalysis/blob/main/scholar/scholar-scrape.ipynb

• saas-kit

  1 9 0.0 Go

  A reusable set of micro-services for a multi-tenant SAAS backend.

  

leave the prototype and turn it into an interactive documentation with something like mybinder. For example, this repo of mine lists an API playground on top of README.

Suggest a related project