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Tools to use URANIE with python

Project description

uratools

This Python module provides tools to simplify the use of URANIE with Python

URANIE

Installation

pip install uratools

How to use it

Before using the package, ensure that URANIE is installed and properly sourced.

The python command to use the package is the following

from uratools import converter

You can get the doc by following commands

pydoc uratools
help(uratools.converter)
print(uratools.converter.ds2np.__doc__)

Example

import numpy as np
import ROOT
from ROOT.URANIE import DataServer, Sampler
from uratools import converter

## == np.array to DataServer
mA = np.random.randn(10,2)
tds = converter.np2ds(mA, "x1:x2") ## a DataServer.TDataServer is created from np.array

## == DataServer to np.array 
tds = DataServer.TDataServer()
tds.addAttribute(DataServer.TUniformDistribution("x1",0.0, 5.0))
tds.addAttribute(DataServer.TNormalDistribution("x2",-2.0, 0.5))
sam = Sampler.TSampling(tds,"lhs",20)
sam.generateSample()

npA = converter.ds2np(tds) ## a np.array is created from a DataServer.TDataServer

Authors

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