Incanter Cheat Sheet - Functions And Macros Overview
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1Incanter Cheat Sheet
Data Sets (incanter.core)
Functions and Macros Overview
Create:
dataset read-dataset (incanter.io)
Documentation ( )
get-dataset (incanter.datasets)
doc find-doc source (clojure.contrib.repl-utils)
Properties:
dim ncol nrow dataset?
Selection:
sel group-by
Transform:
to-matrix
Charts and Plots (incanter.charts)
View:
view
Common Functions
Save to file:
save
Appearance:
clear-background set-alpha
Math (incanter.core)
set-background set-title
set-x-label set-y-label
Basic:
plus minus mult div exp log log10
View:
view
log2 pow sqr sq sum prod abs
Save PNG:
save
Trig:
cos sin tan acos asin atan
Special:
XY Plots
beta gamma regularized-beta
Create:
xy-plot scatter-plot
incomplete-beta
Misc.:
Add data:
add-lines add-points add-function
choose factorial sum-of-squares
Annotate:
add-points add-polygon, add-text
solve-quadratic
Probability (incanter.stats)
Category Charts
Create:
bar-chart line-chart
PDF:
pdf-beta pdf-binomial pdf-chisq
Add data:
add-category
pdf-exp pdf-f pdf-gamma
pdf-neg-binomial pdf-normal
Histograms
pdf-poisson pdf-t pdf-uniform
Create:
histogram
CDF:
cdf-beta cdf-binomial cdf-chisq
Add data:
add-histogram add-lines
cdf-empirical cdf-exp cdf-f
add-function
cdf-gamma cdf-neg-binomial
Box Plots
cdf-normal cdf-poisson cdf-t
Create:
box-plot
cdf-uniform
Add data:
Quantile:
add-box-plot
quantile quantile-normal
quantile-t
Misc. Plots
Sampling:
sample sample-beta sample-binomial
Create:
qq-plot trace-plot bland-altman-plot
sample-chisq sample-dirichlet
sample-exp sample-gamma
Matrices and Vectors (incanter.core)
sample-inv-wishart sample-mvn
Create:
matrix diag identity-matrix
sample-neg-binomial sample-normal
symmetric-matrix
sample-poisson sample-t
bind-columns bind-rows
sample-uniform sample-wishart
to-matrix
Statistics (incanter.stats)
Properties:
dim ncol nrow rank
condition matrix?
Summary:
mean variance sd skewness
Selection:
sel diag group-by
kurtosis median cumulative-mean
Element-wise ops:
plus minus mult div exp log
tabulate detabulate
log10 log2 pow sin cos tan
Association:
covariance correlation
asin acos atan abs
Tests:
chisq-test t-test permutations
Matrix ops:
mmult kronecker solve trace
bootstrap
det
Regression:
linear-model
Transform:
trans vectorize
Bayesian Inference (incanter.bayes)
half-vectorize to-list
to-vect
Sampling:
sample-model-params
Decomp:
decomp-cholesky
sample-multinomial-params
decomp-eigenvalue decomp-lu
sample-proportions
decomp-qr decomp-svd
Plots:
trace-plot histogram
View:
view
Save to file:
Censored Data (incanter.censored)
save
I/O (incanter.io)
censored-mean-lower censored-mean-two-sided
censored-mean-upper censored-variance-lower
Read Data:
read-dataset
censored-variance-two-sided
Write Data:
save
censored-variance-upper truncated-variance
Optimization (incanter.optimize)
non-linear-model gradient hessian derivative
$Revision: 1.1, $Date: October 23, 2009
integrate
David Edgar Liebke (liebke googlemail com)
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Parent category: Education