JohannesBuchner

from getdist.mcsamples import MCSamples
import getdist.chains

def highest_density_interval_from_samples(xsamples, xlo=None, xhi=None, probability_level=0.68):
    """
    Compute the highest density interval (HDI) from posterior samples.

    Parameters
    ----------
    xsamples : array_like

JohannesBuchner

def sbpl(x, norm, lam1, lam2, x0, xbrk, Lambda):
    """Smoothly bending powerlaw

    Parameterization from Ryde99
    https://ui.adsabs.harvard.edu/abs/1999ApL%26C..39..281R/abstract

    Parameters
    ----------
    x: array of independent variable
    xmax: only consider x values up to this value

JohannesBuchner

import matplotlib as mpl
import matplotlib.pyplot as plt

# make a colormap that can be used to look up colors
norm = mpl.colors.Normalize(vmin=0, vmax=3)
zcmap = plt.cm.ScalarMappable(norm=norm, cmap=plt.cm.viridis)

# use it to plot stuff
plt.errorbar(
    x=1, xerr=0.1, y=2, yerr=0.2,

JohannesBuchner

#!/usr/bin/env python3
# 
# SYNOPSIS: stripgif.py input.odp output.odp
# 
# 

import os
import sys
import zipfile
import lxml.etree as ET

JohannesBuchner

#!/usr/bin/env python3
"""
Manage a group of processes, keeping only N running at a time.

Usage:
  procmanage.py N STRING

Arguments:
  N            An integer representing the number of processes to send the CONT signal to.
  STRING       A string representing the full name to match against.

JohannesBuchner

def interval_overlap(alo, ahi, blo, bhi):
	# interval a: alo to ahi
	# interval b: blo to bhi
	return (blo < ahi and bhi > alo) or (alo < bhi and ahi > blo)

JohannesBuchner

# run with: $ make
# or make -j4 to run in parallel

.PHONY: all help # rules that do not correspond to a output file
.SUFFIXES: # disable built-in rules
.SECONDARY: # do not delete intermediate products

# first rule is default
all: mytarget

JohannesBuchner

"""Package a paper written in latex for arxiv.
 
Rationale
---------

You may have figures and bibliography included from somewhere else in your file system with absolute paths.
This script makes a subdirectory package-mylatexfile.tex/ which contains the latex file, figures, .bib, input files referenced in the tex file
in the subdirectory, pdflatex mylatexfile.tex should work and not touch any files outside the subdirectory.
the subdirectory can then by tarred and uploaded to arxiv.
 

JohannesBuchner

import matplotlib.pyplot as plt
import numpy as np

def rebin(
	Nbins = 40,
	minimum = 0.1,
):
	bins = np.linspace(0, 1, Nbins)
	lam = minimum + 0 * bins
	c = np.random.poisson(lam)

JohannesBuchner

"""
Intercept all matplotlib calls and store each figure's data
into json files, with labels as keys.

Usage:

Just replace:
  import matplotlib.pyplot as plt
with:
  from mplrecorder import plt