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Joseph Young's starred repositories

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

Language:PythonNOASSERTION221737 60450

awesome-remote-job

A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python

jupyter

Jupyter metapackage for installation, docs and chat

Language:PythonBSD-3-Clause14896 622 405

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

MIT14512 537 17

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Language:PythonMIT12457 153 808

notebook

Jupyter Interactive Notebook

Language:Jupyter NotebookBSD-3-Clause11655 325 4925

awesome-R

A curated list of awesome R packages, frameworks and software.

Language:R5991 414 26

interpretable-ml-book

Book about interpretable machine learning

Language:Jupyter NotebookNOASSERTION4772 138 205

feather

Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

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category_encoders

A library of sklearn compatible categorical variable encoders

Language:PythonBSD-3-Clause2405 38 293

automl-gs

Provide an input CSV and a target field to predict, generate a model + code to run it.

Language:PythonMIT1849 61 31

mlr

Machine Learning in R

Language:RNOASSERTION1643 106 1652

simplify

Issue tracker for Simplify Gmail, a browser extension to simplify Gmail's interface

Language:HTML1639 27 804

Metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

Language:PythonNOASSERTION1626 87 19

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

Language:Jupyter Notebook1482 275 79

mastering-shiny

Mastering Shiny: a book

Language:RNOASSERTION1335 30 235

PyDataset

Instant access to many datasets in Python.

Language:PythonMIT934 34 17

DrWhy

DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

Language:R681 35 9

dtplyr

Data table backend for dplyr

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data_sci_guide

A community-sourced data science repo.

ggmosaic

Mosaicplots in the ggplot2 framework

Language:R168 13 53

interactions

A comprehensive, user-friendly toolkit for visualizing and analyzing statistical interactions. A spinoff from the `jtools` package.

Language:RNOASSERTION128 6 72

etl

R package to facilitate ETL operations

Language:R127 10 59

dials

Tools for creating tuning parameter values

Language:RNOASSERTION111 10 154

aml-training

The most recent version of the Applied Machine Learning notes

Language:HTMLGPL-2.0100 12 3

lisa

:woman_artist: Color palettes from Color Lisa

Language:RNOASSERTION45 20

rmarkdown-website-tutorial

Tutorial for creating websites w/ R Markdown

Language:HTML39 2 1

testing-in-data-science

Intro to Testing in Data Science Tutorial

Language:Jupyter Notebook35 30

odsc-2019

Notes and code for "Modeling in the tidyverse" 90m workshop at ODSC East

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Public

Public scripts

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