rf409_NumPyPandasToRooFit Namespace Reference

Functions
	print_histogram_output (histogram_output)

Variables
	_
	arrays = data.to_numpy()
	bin_edges
	bins = [np.linspace(-10, 10, 21)]
	c = ROOT.TCanvas("rf409_NumPyPandasToRooFit", "rf409_NumPyPandasToRooFit", 800, 400)
	column
	counts
	data = gauss.generate(ROOT.RooArgSet(x), 10000)
	datahist = data.binnedClone()
	datahist_new_1 = ROOT.RooDataHist.from_numpy(counts, [x])
	datahist_new_2 = ROOT.RooDataHist.from_numpy(counts, [x], bins=bins)
	datahist_new_3 = ROOT.RooDataHist.from_numpy(counts, [x], bins=bins, ranges=ranges)
	df = data.to_pandas()
	fit_result = gauss.fitTo(data, PrintLevel=-1, Save=True)
	gauss = ROOT.RooGaussian("gauss", "gaussian PDF", x, mean, sigma)
	mean = ROOT.RooRealVar("mean", "mean of gaussian", 1, -10, 10)
int	n_events = 10000
	range
list	ranges = [(-10, 10)]
	sigma = ROOT.RooRealVar("sigma", "width of gaussian", 1, 0.1, 10)
	x = ROOT.RooRealVar("x", "x", -10, 10)
	x_arr = np.random.normal(-1.0, 1.0, (n_events,))
	xframe = x.frame(Title="Gaussian pdf")

Function Documentation

print_histogram_output()

rf409_NumPyPandasToRooFit.print_histogram_output

(

histogram_output

)

Definition at line 98 of file rf409_NumPyPandasToRooFit.py.

Variable Documentation

_

rf409_NumPyPandasToRooFit._

protected

Definition at line 142 of file rf409_NumPyPandasToRooFit.py.

arrays

rf409_NumPyPandasToRooFit.arrays = data.to_numpy()

Definition at line 41 of file rf409_NumPyPandasToRooFit.py.

bin_edges

rf409_NumPyPandasToRooFit.bin_edges

Definition at line 112 of file rf409_NumPyPandasToRooFit.py.

bins

list rf409_NumPyPandasToRooFit.bins = [np.linspace(-10, 10, 21)]

Definition at line 56 of file rf409_NumPyPandasToRooFit.py.

c

rf409_NumPyPandasToRooFit.c = ROOT.TCanvas("rf409_NumPyPandasToRooFit", "rf409_NumPyPandasToRooFit", 800, 400)

Definition at line 89 of file rf409_NumPyPandasToRooFit.py.

column

rf409_NumPyPandasToRooFit.column

Definition at line 56 of file rf409_NumPyPandasToRooFit.py.

counts

rf409_NumPyPandasToRooFit.counts

Definition at line 112 of file rf409_NumPyPandasToRooFit.py.

data

rf409_NumPyPandasToRooFit.data = gauss.generate(ROOT.RooArgSet(x), 10000)

Definition at line 37 of file rf409_NumPyPandasToRooFit.py.

datahist

rf409_NumPyPandasToRooFit.datahist = data.binnedClone()

Definition at line 105 of file rf409_NumPyPandasToRooFit.py.

datahist_new_1

rf409_NumPyPandasToRooFit.datahist_new_1 = ROOT.RooDataHist.from_numpy(counts, [x])

Definition at line 132 of file rf409_NumPyPandasToRooFit.py.

datahist_new_2

rf409_NumPyPandasToRooFit.datahist_new_2 = ROOT.RooDataHist.from_numpy(counts, [x], bins=bins)

Definition at line 143 of file rf409_NumPyPandasToRooFit.py.

datahist_new_3

rf409_NumPyPandasToRooFit.datahist_new_3 = ROOT.RooDataHist.from_numpy(counts, [x], bins=bins, ranges=ranges)

Definition at line 155 of file rf409_NumPyPandasToRooFit.py.

df

rf409_NumPyPandasToRooFit.df = data.to_pandas()

Definition at line 48 of file rf409_NumPyPandasToRooFit.py.

fit_result

rf409_NumPyPandasToRooFit.fit_result = gauss.fitTo(data, PrintLevel=-1, Save=True)

Definition at line 80 of file rf409_NumPyPandasToRooFit.py.

gauss

rf409_NumPyPandasToRooFit.gauss = ROOT.RooGaussian("gauss", "gaussian PDF", x, mean, sigma)

Definition at line 34 of file rf409_NumPyPandasToRooFit.py.

mean

rf409_NumPyPandasToRooFit.mean = ROOT.RooRealVar("mean", "mean of gaussian", 1, -10, 10)

Definition at line 32 of file rf409_NumPyPandasToRooFit.py.

n_events

int rf409_NumPyPandasToRooFit.n_events = 10000

Definition at line 22 of file rf409_NumPyPandasToRooFit.py.

range

rf409_NumPyPandasToRooFit.range

Definition at line 154 of file rf409_NumPyPandasToRooFit.py.

ranges

list rf409_NumPyPandasToRooFit.ranges = [(-10, 10)]

Definition at line 153 of file rf409_NumPyPandasToRooFit.py.

sigma

rf409_NumPyPandasToRooFit.sigma = ROOT.RooRealVar("sigma", "width of gaussian", 1, 0.1, 10)

Definition at line 33 of file rf409_NumPyPandasToRooFit.py.

x

rf409_NumPyPandasToRooFit.x = ROOT.RooRealVar("x", "x", -10, 10)

Definition at line 29 of file rf409_NumPyPandasToRooFit.py.

x_arr

rf409_NumPyPandasToRooFit.x_arr = np.random.normal(-1.0, 1.0, (n_events,))

Definition at line 72 of file rf409_NumPyPandasToRooFit.py.

xframe

rf409_NumPyPandasToRooFit.xframe = x.frame(Title="Gaussian pdf")

Definition at line 84 of file rf409_NumPyPandasToRooFit.py.