example_plot_marginal Namespace Reference

Classes
class	DistSpec

Functions
LikelihoodMarginalConfig	make_likelihood_cfg ()
float	_safe_float (x)
np.ndarray	_grid_from_ppf (dist, lo=0.001, hi=0.999, n=600)
np.ndarray	_pdf (dist, np.ndarray xs)
np.ndarray	_cdf (dist, np.ndarray xs)
Tuple[np.ndarray, np.ndarray]	_ecdf (np.ndarray samples)
None	plot_pdf_vs_samples (str name, dist, np.ndarray xs, np.ndarray samples, Optional[str] outpath=None)
None	plot_cdf_theory_vs_empirical (str name, dist, np.ndarray xs, np.ndarray samples, Optional[str] outpath=None)
None	plot_global_cdf_ppf_consistency (List[DistSpec] specs, int seed, Optional[str] outpath=None)
None	main (bool show=True, Optional[str] outdir="marginal_plots", int seed=123, int n_samples=3500)

Variables
	show
	True
	outdir
	seed
	n_samples

Function Documentation

_cdf()

np.ndarray example_plot_marginal._cdf (   dist, np.ndarray  xs  )

protected

Definition at line 61 of file example_plot_marginal.py.

_ecdf()

Tuple[np.ndarray, np.ndarray] example_plot_marginal._ecdf ( np.ndarray  samples )

protected

Definition at line 65 of file example_plot_marginal.py.

_grid_from_ppf()

np.ndarray example_plot_marginal._grid_from_ppf (   dist,   lo = 0.001,   hi = 0.999,   n = 600  )

protected

Grille x basée sur des quantiles (robuste et adapté à la distrib).

Definition at line 43 of file example_plot_marginal.py.

_pdf()

np.ndarray example_plot_marginal._pdf (   dist, np.ndarray  xs  )

protected

Definition at line 56 of file example_plot_marginal.py.

_safe_float()

float example_plot_marginal._safe_float (   x )

protected

Definition at line 36 of file example_plot_marginal.py.

main()

None example_plot_marginal.main	(	bool	show = True,
		Optional[str]	outdir = "marginal_plots",
		int	seed = 123,
		int	n_samples = 3500
	)

Definition at line 173 of file example_plot_marginal.py.

make_likelihood_cfg()

LikelihoodMarginalConfig example_plot_marginal.make_likelihood_cfg

(

)

Likelihood synthétique (mélange de 2 gaussiennes) sur une grille.

Definition at line 21 of file example_plot_marginal.py.

plot_cdf_theory_vs_empirical()

None example_plot_marginal.plot_cdf_theory_vs_empirical	(	str	name,
			dist,
		np.ndarray	xs,
		np.ndarray	samples,
		Optional[str]	outpath = None
	)

Definition at line 109 of file example_plot_marginal.py.

plot_global_cdf_ppf_consistency()

None example_plot_marginal.plot_global_cdf_ppf_consistency	(	List[DistSpec]	specs,
		int	seed,
		Optional[str]	outpath = None
	)

Definition at line 141 of file example_plot_marginal.py.

plot_pdf_vs_samples()

None example_plot_marginal.plot_pdf_vs_samples	(	str	name,
			dist,
		np.ndarray	xs,
		np.ndarray	samples,
		Optional[str]	outpath = None
	)

Definition at line 71 of file example_plot_marginal.py.

Variable Documentation

n_samples

example_plot_marginal.n_samples

Definition at line 214 of file example_plot_marginal.py.

outdir

example_plot_marginal.outdir

Definition at line 214 of file example_plot_marginal.py.

seed

example_plot_marginal.seed

Definition at line 214 of file example_plot_marginal.py.

show

example_plot_marginal.show

Definition at line 214 of file example_plot_marginal.py.

True

example_plot_marginal.True

Definition at line 214 of file example_plot_marginal.py.