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jeroenjanssens/data-science-at-the-command-line

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jeroenjanssens/data-science-at-the-command-line

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Data Science at the Command Line

Data Science at the Command Line

This repository contains the full text, data, and scripts used in the second edition of the book Data Science at the Command Line by Jeroen Janssens. The book is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

You can read the book for free at https://datascienceatthecommandline.com.

phd-thesis

My Ph.D. thesis on Outlier Selection and One-Class Classification

scikit-sos

A Python implementation of the Stochastic Outlier Selection algorithm

dsutils

Command-line tools for doing data science

rush

R One-Liners from the Shell

tmuxr

Manage tmux from R

datascienceworkshops-dockerfiles

Various Dockerfiles that we use in our workshops

python-polars-the-definitive-guide

Scripts and datasets for the O'Reilly book Python Polars: The Definitive Guide

Jupyter Notebook

tikz2pdf

Compile TikZ figures to PDF

raylibr

R package that wraps Raylib, a simple and easy-to-use library to enjoy videogames programming

sample

Filter lines from standard input according to some probability, with a given delay, and for a certain duration.

r4ds-python-plotnine

A translation of the visualisation chapters from "R for Data Science" to Python using Plotnine and Pandas.

Jupyter Notebook

i3-wm-scripts

Various scripts for the i3 window manager to allow for renaming workspaces

poor-mans-parallel-pipelines

Poor Man's Parallel Pipelines (run presentation with `mdp README.md` # https://github.com/visit1985/mdp)

knitractive

A knitr engine to simulate interactive sessions

rexpect

Automate Interactive Applications in R

turning-polars-dataframes-into-pretty-pictures-and-great-tables

Turning Polars DataFrames into Pretty Pictures and Great Tables

Jupyter Notebook

jeroenjanssens.github.io

My personal website

Jupyter Notebook

mendeley-file

Open files associated with a Mendeley citation

tidytree

A tidy implementation of a Decision Tree Classifier

tidynaivebayes

A tidy implementation of the Naive Bayes classifier

lof-loci-occ

One-class classification implementations of LOF and LOCI

anscombes-quartet

Seeing Beyond Statistics: Anscombe's Quartet and the Power of Graphs

Jupyter Notebook

saveR

Save MATLAB workspace variables to an R data file

json2s3

Upload and partition a JSON stream to AWS S3

olt-vhddwp

OLT: Visualizing High-Dimensional Data with Python

Jupyter Notebook

dog

Fetch missing man pages.

qbasic-annihilator

An action-packed game written in QBasic.

presto

Presto: A Poseidon research tool to create artificial vessel trajectories