example_plot_jointdistrib Namespace Reference

Functions
None	ensure_dir (str path)
Matrix	ar1_corr (int d, float rho)
Any	make_likelihood_cfg ()
float	_safe_float (x)
Tuple[np.ndarray, np.ndarray]	ecdf (np.ndarray samples)
np.ndarray	gaussianize (np.ndarray U)
np.ndarray	spearman_corr (np.ndarray U)
None	plot_hist_pdf (np.ndarray samples, dist, str name, str outpath)
None	plot_cdf_ecdf (np.ndarray samples, dist, str name, str outpath)
None	plot_uniformity (np.ndarray u, str name, str outpath)
None	plot_hist2d (np.ndarray u1, np.ndarray u2, str title, str outpath)
None	plot_heatmap (np.ndarray M, str title, str outpath)
None	plot_joint_density_2d (jd, np.ndarray X, str title, str outpath, int grid=120)
None	main (str outdir="joint_plots", int seed=123, int n=15000, str copula_kind="GAUSSIAN", int nu=6, float rho=0.65)

Variables
	outdir
	seed
	n
	copula_kind
	nu
	rho

Function Documentation

_safe_float()

float example_plot_jointdistrib._safe_float (   x )

protected

Definition at line 52 of file example_plot_jointdistrib.py.

ar1_corr()

Matrix example_plot_jointdistrib.ar1_corr	(	int	d,
		float	rho
	)

Definition at line 38 of file example_plot_jointdistrib.py.

ecdf()

Tuple[np.ndarray, np.ndarray] example_plot_jointdistrib.ecdf

(

np.ndarray

samples

)

Definition at line 59 of file example_plot_jointdistrib.py.

ensure_dir()

None example_plot_jointdistrib.ensure_dir

(

str

path

)

Definition at line 34 of file example_plot_jointdistrib.py.

gaussianize()

np.ndarray example_plot_jointdistrib.gaussianize

(

np.ndarray

U

)

Definition at line 65 of file example_plot_jointdistrib.py.

main()

None example_plot_jointdistrib.main	(	str	outdir = "joint_plots",
		int	seed = 123,
		int	n = 15000,
		str	copula_kind = "GAUSSIAN",
		int	nu = 6,
		float	rho = 0.65
	)

Definition at line 222 of file example_plot_jointdistrib.py.

make_likelihood_cfg()

Any example_plot_jointdistrib.make_likelihood_cfg

(

)

Definition at line 45 of file example_plot_jointdistrib.py.

plot_cdf_ecdf()

None example_plot_jointdistrib.plot_cdf_ecdf	(	np.ndarray	samples,
			dist,
		str	name,
		str	outpath
	)

Definition at line 109 of file example_plot_jointdistrib.py.

plot_heatmap()

None example_plot_jointdistrib.plot_heatmap	(	np.ndarray	M,
		str	title,
		str	outpath
	)

Definition at line 171 of file example_plot_jointdistrib.py.

plot_hist2d()

None example_plot_jointdistrib.plot_hist2d	(	np.ndarray	u1,
		np.ndarray	u2,
		str	title,
		str	outpath
	)

Definition at line 155 of file example_plot_jointdistrib.py.

plot_hist_pdf()

None example_plot_jointdistrib.plot_hist_pdf	(	np.ndarray	samples,
			dist,
		str	name,
		str	outpath
	)

Definition at line 81 of file example_plot_jointdistrib.py.

plot_joint_density_2d()

None example_plot_jointdistrib.plot_joint_density_2d	(		jd,
		np.ndarray	X,
		str	title,
		str	outpath,
		int	grid = 120
	)

Definition at line 189 of file example_plot_jointdistrib.py.

plot_uniformity()

None example_plot_jointdistrib.plot_uniformity	(	np.ndarray	u,
		str	name,
		str	outpath
	)

Definition at line 138 of file example_plot_jointdistrib.py.

spearman_corr()

np.ndarray example_plot_jointdistrib.spearman_corr

(

np.ndarray

U

)

Definition at line 73 of file example_plot_jointdistrib.py.

Variable Documentation

copula_kind

example_plot_jointdistrib.copula_kind

Definition at line 329 of file example_plot_jointdistrib.py.

n

example_plot_jointdistrib.n

Definition at line 328 of file example_plot_jointdistrib.py.

nu

example_plot_jointdistrib.nu

Definition at line 330 of file example_plot_jointdistrib.py.

outdir

example_plot_jointdistrib.outdir

Definition at line 326 of file example_plot_jointdistrib.py.

rho

example_plot_jointdistrib.rho

Definition at line 331 of file example_plot_jointdistrib.py.

seed

example_plot_jointdistrib.seed

Definition at line 327 of file example_plot_jointdistrib.py.