数据科学领域常用CheatSheet（持续更新）

Posted 2022-01-27 qq_21478261

Cheat Sheet翻译为速查表/小抄，是在对某方面知识有足够的了解后，将知识的脉络浓缩成的一个小册子，体现的是 “把书读薄” 的一个过程，对于想快速了解某个领域有参考价值。

Cheat Sheet一般使用LaTeX制作，Excel也可以。

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CheatSheet 目录

涵盖Python、R数据科学常用的一些工具，

Python cheatsheet
Matplotlib-beginner.pdf
Matplotlib-cheatsheets.pdf
Matplotlib-intermediate.pdf
Matplotlib-tips.pdf
bokeh.pdf
import_data.pdf
jupyter.pdf
keras.pdf
matplotlib.pdf
numpy_basics.pdf
pandas.pdf
pandas_basics.pdf
python_basics.pdf
scikit-learn.pdf
scipy_linear_algebra.pdf
seaborn.pdf

R语言  cheatsheet
Machine Learning Modelling in R.pdf
SamplingStrata.pdf
base-r.pdf
bayesplot.pdf
bcea.pdf
caret.pdf
cartography.pdf
collapse.pdf
data-import.pdf
data-transformation.pdf
data-visualization-2.1.pdf
data-visualization.pdf
datatable.pdf
declaredesign.pdf
distr6.pdf
estimatr.pdf
eurostat.pdf
factors.pdf
gganimate.pdf
golem.pdf
gwasrapidd.pdf
h2o.pdf
how-big-is-your-graph.pdf
imputeTS.pdf
jfa.pdf
keras.pdf
labelled.pdf
leaflet.pdf
lubridate.pdf
mlr.pdf
mosaic.pdf
nardl.pdf
nimble.pdf
oSCR.pdf
overviewR.pdf
package-development.pdf
packagefinder.pdf
parallel_computation.pdf
plumber.pdf
purrr.pdf
quanteda.pdf
quincunx.pdf
randomizr.pdf
regex.pdf
reticulate.pdf
rmarkdown-2.0.pdf
rmarkdown.pdf
rphylopic.pdf
rstudio-ide.pdf
sas-r.pdf
sf.pdf
shiny.pdf
sjmisc.pdf
slackr.pdf
sparklyr.pdf
stata2r.pdf
strings.pdf
survminer.pdf
syntax.pdf
teachR.pdf
tidyeval.pdf
tidyr.pdf
time-series.pdf
tsbox.pdf
vegan.pdf
vtree.pdf
xplain.pdf

Python CheatSheet速览

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R CheatSheet速览

来自RStudio官网

 

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长期更新地址：数据科学Cheat Sheet资源整理【持续更新】