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https://github.com/scicloj/scicloj-data-science-handbook

Clojure data science handbook - journal style examples of data science
https://github.com/scicloj/scicloj-data-science-handbook

clojure clojurescript data-science notebook scicloj

Last synced: about 10 hours ago
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Clojure data science handbook - journal style examples of data science

Host: GitHub
URL: https://github.com/scicloj/scicloj-data-science-handbook
Owner: scicloj
Created: 2020-12-11T11:38:26.000Z (almost 4 years ago)
Default Branch: live
Last Pushed: 2021-09-07T10:06:49.000Z (about 3 years ago)
Last Synced: 2024-04-15T03:16:32.439Z (7 months ago)
Topics: clojure, clojurescript, data-science, notebook, scicloj
Language: Clojure
Homepage: https://scicloj.github.io/scicloj-data-science-handbook/
Size: 2.3 MB
Stars: 34
Watchers: 20
Forks: 3
Open Issues: 2
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md

Awesome Lists containing this project

README

# SciCloj Clojure Data Science Handbook

A reference style resource to help build understanding in how to use Clojure for data science projects.

Inspired by the [Python Data Science Handbook](https://jakevdp.github.io/PythonDataScienceHandbook/), the project creates a series of journal notebooks based on the chapters in this book.

Notebooks are created with the [scicloj/notespace library](https://github.com/scicloj/notespace), which generates a notebook for a specific Clojure namespace. Notebooks can be dynamically generated during development. Static versions of the notebooks will be saved in the `docs/` directory and served via GitHub pages.

## Getting started

Clone the project from https://github.com/scicloj/scicloj-data-science-handbook

## Usage
Open the project in a [Clojure aware editor](https://practicalli.github.io/clojure/clojure-editors/) and start a REPL (either on the command line or from the editor itself).

Start the Notespace browser by evaluating the command `(notespace/init-with-browser)` in the editor attached to the REPL.

Start writing the Clojure top-level forms that make up your notebook.

Evaluate `(notespace/eval-this-notespace)` to evaluate all the top-level forms once in the notespace.

Evaluate `(notespace/listen)` to update the notespace each time the file is saved.

If you wish to clear the notebook, evaluate `(notespace/init)`

## Other ways to use the project
Run the project directly:

$ clojure -M -m scicloj.data-science-handbook

Run the project's tests (they'll fail until you edit them):

$ clojure -M:test:runner

Build an uberjar:

$ clojure -M:uberjar

Run that uberjar:

$ java -jar data-science-handbook.jar