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Python ui.get_fit_results函数代码示例

原作者: [db:作者] 来自: [db:来源] 收藏 邀请

本文整理汇总了Python中sherpa.astro.ui.get_fit_results函数的典型用法代码示例。如果您正苦于以下问题：Python get_fit_results函数的具体用法？Python get_fit_results怎么用？Python get_fit_results使用的例子？那么恭喜您, 这里精选的函数代码示例或许可以为您提供帮助。



在下文中一共展示了get_fit_results函数的20个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于我们的系统推荐出更棒的Python代码示例。

示例1: test_radpro_psf

 def test_radpro_psf(self):
     self.run_thread('radpro_psf')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 200.949, 1e-4)
     self.assertEqualWithinTol(self.locals['src'].r0.val, 83.0997, 1e-4)
     self.assertEqualWithinTol(self.locals['src'].beta.val, 2.97737, 1e-4)
     self.assertEqualWithinTol(self.locals['src'].ampl.val, 5.27604, 1e-4)
     self.assertEqual(ui.get_fit_results().nfev,48)
     self.assertEqual(ui.get_fit_results().numpoints,38)
     self.assertEqual(ui.get_fit_results().dof,35)
开发者ID:valkenar，项目名称:sherpa，代码行数:9，代码来源:test_astro.py


示例2: test_kernel

 def test_kernel(self):
     self.run_thread('kernel')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 98.5793, 1e-4)
     self.assertEqualWithinTol(self.locals['b1'].r0.val, 19.2278, 1e-4)
     self.assertEqualWithinTol(self.locals['b1'].beta.val, 0.555464, 1e-4)
     self.assertEqualWithinTol(self.locals['b1'].ampl.val, 1.93706, 1e-4)
     self.assertEqual(ui.get_fit_results().nfev,21)
     self.assertEqual(ui.get_fit_results().numpoints,75)
     self.assertEqual(ui.get_fit_results().dof,72)
开发者ID:valkenar，项目名称:sherpa，代码行数:9，代码来源:test_astro.py


示例3: test_linepro

 def test_linepro(self):
     self.run_thread('linepro')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 203.34, 1e-4)
     self.assertEqualWithinTol(self.locals['b1'].r0.val, 4.25557, 1e-4)
     self.assertEqualWithinTol(self.locals['b1'].beta.val, 0.492232, 1e-4)
     self.assertEqualWithinTol(self.locals['b1'].ampl.val, 11.8129, 1e-4)
     self.assertEqual(ui.get_fit_results().nfev,17)
     self.assertEqual(ui.get_fit_results().numpoints,75)
     self.assertEqual(ui.get_fit_results().dof,72)
开发者ID:valkenar，项目名称:sherpa，代码行数:9，代码来源:test_astro.py


示例4: test_histo

 def test_histo(self):
     self.run_thread('histo')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 14.7264, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].fwhm.val, 0.0232473, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].pos.val, 1.26713, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].ampl.val, 40.4503, 1e-4)
     #self.assertEqual(ui.get_fit_results().nfev,19)
     self.assertEqual(ui.get_fit_results().numpoints,50)
     self.assertEqual(ui.get_fit_results().dof,47)
开发者ID:valkenar，项目名称:sherpa，代码行数:9，代码来源:test_astro.py


示例5: test_xmm

 def test_xmm(self):
     self.run_thread('xmm')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 118.085, 1e-4)
     self.assertEqualWithinTol(self.locals['intrin'].nh.val, 11.0769, 1e-2)
     self.assertEqualWithinTol(self.locals['phard'].phoindex.val, 1.49055, 1e-2)
     self.assertEqualWithinTol(self.locals['phard'].norm.val, 0.00140301, 1e-2)
     self.assertEqual(ui.get_fit_results().nfev,95)
     self.assertEqual(ui.get_fit_results().numpoints,162)
     self.assertEqual(ui.get_fit_results().dof,159)
开发者ID:valkenar，项目名称:sherpa，代码行数:9，代码来源:test_astro.py


示例6: test_spectrum

 def test_spectrum(self):
     self.run_thread('spectrum')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 0.0496819, 1e-4)
     self.assertEqualWithinTol(self.locals['abs2'].nh.val, 1.1015, 1e-4)
     self.assertEqualWithinTol(self.locals['mek1'].kt.val, 0.841025, 1e-4)
     self.assertEqualWithinTol(self.locals['mek1'].norm.val, 0.699761, 1e-4)
     self.assertEqualWithinTol(self.locals['mek2'].kt.val, 2.35845, 1e-4)
     self.assertEqualWithinTol(self.locals['mek2'].norm.val, 1.03724, 1e-4)
     self.assertEqual(ui.get_fit_results().numpoints,446)
     self.assertEqual(ui.get_fit_results().dof,441)
开发者ID:valkenar，项目名称:sherpa，代码行数:10，代码来源:test_astro.py


示例7: test_psf2d

 def test_psf2d(self):
     self.run_thread('psf')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 4066.78, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].fwhm.val, 2.80117, 1e-2)
     self.assertEqualWithinTol(self.locals['g1'].ypos.val, 77.2271, 1e-2)
     self.assertEqualWithinTol(self.locals['g1'].xpos.val, 88.661, 1e-2)
     self.assertEqualWithinTol(self.locals['g1'].ampl.val, 166.649, 1e-2)
     #self.assertEqual(ui.get_fit_results().nfev,342)
     self.assertEqual(ui.get_fit_results().numpoints,4899)
     self.assertEqual(ui.get_fit_results().dof,4895)
开发者ID:valkenar，项目名称:sherpa，代码行数:10，代码来源:test_astro.py


示例8: test_simultaneous

 def test_simultaneous(self):
     self.run_thread('simultaneous')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 7.4429, 1e-4)
     self.assertEqualWithinTol(ui.get_fit_results().rstat, 0.531636, 1e-4)
     self.assertEqualWithinTol(ui.get_fit_results().qval, 0.916288, 1e-4)
     self.assertEqualWithinTol(self.locals['abs1'].nh.val, 0.898162, 1e-2)
     self.assertEqualWithinTol(self.locals['pl1'].gamma.val, 1.645, 1e-4)
     self.assertEqualWithinTol(self.locals['pl1'].ampl.val, 2.28323e-05, 1e-3)
     self.assertEqualWithinTol(self.locals['pl2'].ampl.val, 2.44585e-05, 1e-3)
     self.assertEqual(ui.get_fit_results().numpoints,18)
     self.assertEqual(ui.get_fit_results().dof,14)
开发者ID:valkenar，项目名称:sherpa，代码行数:11，代码来源:test_astro.py


示例9: test_lev3fft

 def test_lev3fft(self):
     self.run_thread('lev3fft', scriptname='bar.py')
     self.assertEqualWithinTol(self.locals['src'].fwhm.val, 0.04418584, 1e-4)
     self.assertEqualWithinTol(self.locals['src'].xpos.val, 150.016, 1e-4)
     self.assertEqualWithinTol(self.locals['src'].ypos.val, 2.66493839, 1e-4)
     self.assertEqualWithinTol(self.locals['src'].ampl.val, 1.56090546, 1e-4)
     self.assertEqualWithinTol(self.locals['bkg'].c0.val, -1.513700715, 1e-4)
     self.assertEqualWithinTol(ui.get_fit_results().istatval, 19496.3, 1e-4)
     self.assertEqualWithinTol(ui.get_fit_results().statval, 592.32647, 1e-4)
     self.assertEqual(ui.get_fit_results().numpoints, 3307)
     self.assertEqual(ui.get_fit_results().dof, 3302)
开发者ID:valkenar，项目名称:sherpa，代码行数:11，代码来源:test_astro.py


示例10: test_pileup

 def test_pileup(self):
     self.run_thread('pileup')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 53.6112, 1e-4)
     self.assertEqualWithinTol(ui.get_fit_results().rstat, 1.44895, 1e-4)
     self.assertEqualWithinTol(ui.get_fit_results().qval, 0.0379417, 1e-4)
     self.assertEqualWithinTol(self.locals['jdp'].alpha.val, 0.522593, 1e-1)
     self.assertEqualWithinTol(self.locals['jdp'].f.val, 0.913458, 1e-2)
     self.assertEqualWithinTol(self.locals['abs1'].nh.val, 6.12101, 1e-2)
     self.assertEqualWithinTol(self.locals['power'].gamma.val, 1.41887, 1e-2)
     self.assertEqualWithinTol(self.locals['power'].ampl.val, 0.00199457, 1e-2)
     self.assertEqual(ui.get_fit_results().numpoints,42)
     self.assertEqual(ui.get_fit_results().dof,37)
开发者ID:valkenar，项目名称:sherpa，代码行数:12，代码来源:test_astro.py


示例11: test_sourceandbg

 def test_sourceandbg(self):
     self.run_thread('sourceandbg')
     self.assertEqualWithinTol(ui.get_fit_results().statval, 947.5, 1e-4)
     self.assertEqualWithinTol(ui.get_fit_results().rstat, 0.715094, 1e-4)
     self.assertEqualWithinTol(ui.get_fit_results().qval, 1, 1e-4)
     self.assertEqualWithinTol(self.locals['a1'].nh.val, 0.0342266, 1e-2)
     self.assertEqualWithinTol(self.locals['b1'].kt.val, 20, 1e-2)
     self.assertEqualWithinTol(self.locals['b1'].norm.val, 0.00953809, 1e-2)
     self.assertEqualWithinTol(self.locals['b2'].kt.val, 0.563109, 1e-2)
     self.assertEqualWithinTol(self.locals['b2'].norm.val, 1.16118e-05, 1e-2)
     self.assertEqual(ui.get_fit_results().numpoints,1330)
     self.assertEqual(ui.get_fit_results().dof,1325)
开发者ID:valkenar，项目名称:sherpa，代码行数:12，代码来源:test_astro.py


示例12: test_spatial

 def test_spatial(self):
     self.run_thread('spatial')
     self.assertEqualWithinTol(ui.get_fit_results().statval, -59229.749441, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].fwhm.val, 61.5615, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].xpos.val, 4070.45, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].ypos.val, 4251.35, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].ampl.val, 22.1269, 1e-4)
     self.assertEqualWithinTol(self.locals['g2'].fwhm.val, 6.20409, 1e-4)
     self.assertEqualWithinTol(self.locals['g2'].xpos.val, 4070.78, 1e-4)
     self.assertEqualWithinTol(self.locals['g2'].ypos.val, 4249.33, 1e-4)
     self.assertEqualWithinTol(self.locals['g2'].ampl.val, 226.563, 1e-4)
     #self.assertEqual(ui.get_fit_results().nfev,371)
     self.assertEqual(ui.get_fit_results().numpoints,4881)
     self.assertEqual(ui.get_fit_results().dof,4877)
开发者ID:valkenar，项目名称:sherpa，代码行数:14，代码来源:test_astro.py


示例13: test_fpsf2d

 def test_fpsf2d(self):
     self.run_thread('fpsf')
     self.assertEqualWithinTol(ui.get_fit_results().statval, -4053.6635, 1e-4)
     # self.assertEqualWithinTol(self.locals['b1'].xlow.val, -4.70832, 1e-4)
     # self.assertEqualWithinTol(self.locals['b1'].xhi.val, 164.687, 1e-4)
     # self.assertEqualWithinTol(self.locals['b1'].ylow.val, 0.83626, 1e-4)
     # self.assertEqualWithinTol(self.locals['b1'].yhi.val, 142.603, 1e-4)
     # self.assertEqualWithinTol(self.locals['b1'].ampl.val, 0.956766, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].fwhm.val, 6.420237, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].xpos.val, 88.940712, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].ypos.val, 76.577265, 1e-4)
     self.assertEqualWithinTol(self.locals['g1'].ampl.val, 36344.48324, 1e-4)
     #self.assertEqual(ui.get_fit_results().nfev,978)
     self.assertEqual(ui.get_fit_results().numpoints,4899)
     self.assertEqual(ui.get_fit_results().dof,4895)
开发者ID:valkenar，项目名称:sherpa，代码行数:15，代码来源:test_astro.py


示例14: test_eqwith_err1

def test_eqwith_err1(make_data_path, restore_xspec_settings):

    def check1(e0, e1, e2):
        assert e0 == approx(0.028335201547206704, rel=1.0e-3)
        assert e1 == approx(-0.00744118799274448756, rel=1.0e-3)
        assert e2 == approx(0.0706249544851336, rel=1.0e-3)

    ui.set_xsabund('angr')
    ui.set_xsxsect('bcmc')

    ui.load_pha(make_data_path('3c273.pi'))
    ui.notice(0.5, 7.0)
    ui.set_stat("chi2datavar")
    ui.set_method("simplex")
    ui.set_model('powlaw1d.p1+gauss1d.g1')
    g1.fwhm = 0.1
    g1.pos = 2.0
    ui.freeze(g1.pos, g1.fwhm)
    ui.fit()

    numpy.random.seed(2345)
    e = ui.eqwidth(p1, p1 + g1, error=True, niter=100)
    check1(e[0], e[1], e[2])
    params = e[3]

    numpy.random.seed(2345)
    e = ui.eqwidth(p1, p1 + g1, error=True, params=params, niter=100)
    check1(e[0], e[1], e[2])

    parvals = ui.get_fit_results().parvals
    assert parvals[0] == approx(1.9055272902160334, rel=1.0e-3)
    assert parvals[1] == approx(0.00017387966749772638, rel=1.0e-3)
    assert parvals[2] == approx(1.279415076070516e-05, rel=1.0e-3)
开发者ID:DougBurke，项目名称:sherpa，代码行数:33，代码来源:test_eqwidth_err.py


示例15: test_user_stat_unit

def test_user_stat_unit():
    given_stat_error = [1.1, 2.2, 3.3]
    given_sys_error = [10.1, 10.2, 10.3]

    def calc_stat(data, _model, staterror, syserror=None, weight=None):
        # Make sure values are being injected correctly
        np.testing.assert_array_equal(given_stat_error, staterror)
        np.testing.assert_array_equal(given_sys_error, syserror)
        return 3.235, np.ones_like(data)

    xdata = [1, 2, 3]
    ydata = xdata

    ui.load_arrays(1, xdata, ydata, None, given_sys_error, Data1D)

    ui.set_model(1, 'polynom1d.p')

    ui.load_user_stat('customstat', calc_stat, lambda x: given_stat_error)
    ui.set_stat(eval('customstat'))

    try:
        ui.fit(1)
    except StatErr:
        pytest.fail("Call should not be throwing any exception (bug #341)")

    # Test the result is what we made the user stat return
    assert 3.235 == ui.get_fit_results().statval
开发者ID:DougBurke，项目名称:sherpa，代码行数:27，代码来源:test_user_stat.py


示例16: fit

    def fit(self, conf = False):


        ui.ignore(None, None)
        ui.notice(self.start, self.stop)
        self.set_source()
        ui.fit(1)
        if conf:
            ui.conf()
        res = ui.get_fit_results()

        for line in (self.H2lines + self.nonH2lines):
            sourcename = line['source'].split('.')[1]
            print sourcename
            for p in ['pos', 'fwhm', 'ampl']:
                n = '{0}.{1}'.format(sourcename, p)
                _place_val(line, p, ui.get_par(n).val)

        self.const = ui.get_par('c1.c0').val
        self.redchi2 = res.rstat


        if conf:
            res = ui.get_conf_results()
            for line in (self.H2lines + self.nonH2lines):
                sourcename = line['source'].split('.')[1]
                for p in ['pos', 'fwhm', 'ampl']:
                    n = '{0}.{1}'.format(sourcename, p)
                    parmin, parmax = _parminmax(res, n)
                    line[p+'_max'] = parmax
                    line[p+'_min'] = parmin
            # deal with error on const
            parmin, parmax = _parminmax(res, 'c1.c0')
            self.const_min = parmin
            self.const_max = parmax
开发者ID:hamogu，项目名称:TWHya，代码行数:35，代码来源:sherpacode.py


示例17: test_background

def test_background():

    tmpdir = tempfile.mkdtemp()
    curdir = os.getcwd()
    os.chdir(tmpdir)

    kT_sim = 1.0
    Z_sim = 0.0
    norm_sim = 4.0e-2
    nH_sim = 0.04
    redshift = 0.01

    exp_time = (200., "ks")
    area = (1000., "cm**2")
    fov = (10.0, "arcmin")

    prng = 24

    agen = ApecGenerator(0.05, 12.0, 5000, broadening=False)
    spec = agen.get_spectrum(kT_sim, Z_sim, redshift, norm_sim)
    spec.apply_foreground_absorption(norm_sim)

    events = make_background(area, exp_time, fov, (30.0, 45.0), spec, prng=prng)
    events.write_simput_file("bkgnd", overwrite=True)

    instrument_simulator("bkgnd_simput.fits", "bkgnd_evt.fits", 
                         exp_time, "sq_acisi_cy19", [30.0, 45.0],
                         overwrite=True, foreground=False, ptsrc_bkgnd=False,
                         instr_bkgnd=False,
                         prng=prng)

    write_spectrum("bkgnd_evt.fits", "background_evt.pi", overwrite=True)

    os.system("cp %s %s ." % (arf.filename, rmf.filename))

    load_user_model(mymodel, "wapec")
    add_user_pars("wapec", ["nH", "kT", "metallicity", "redshift", "norm"],
                  [0.01, 4.0, 0.2, redshift, norm_sim*0.8],
                  parmins=[0.0, 0.1, 0.0, -20.0, 0.0],
                  parmaxs=[10.0, 20.0, 10.0, 20.0, 1.0e9],
                  parfrozen=[False, False, False, True, False])

    load_pha("background_evt.pi")
    set_stat("cstat")
    set_method("simplex")
    ignore(":0.5, 8.0:")
    set_model("wapec")
    fit()
    res = get_fit_results()

    assert np.abs(res.parvals[0]-nH_sim)/nH_sim < 0.1
    assert np.abs(res.parvals[1]-kT_sim)/kT_sim < 0.05
    assert np.abs(res.parvals[2]-Z_sim) < 0.05
    assert np.abs(res.parvals[3]-norm_sim)/norm_sim < 0.05

    os.chdir(curdir)
    shutil.rmtree(tmpdir)
开发者ID:jzuhone，项目名称:pyxsim，代码行数:57，代码来源:test_background.py


示例18: test_point_source

def test_point_source():

    tmpdir = tempfile.mkdtemp()
    curdir = os.getcwd()
    os.chdir(tmpdir)

    nH_sim = 0.02
    norm_sim = 1.0e-4
    alpha_sim = 0.95
    redshift = 0.02

    exp_time = (100., "ks")
    area = (3000., "cm**2")

    spec = Spectrum.from_powerlaw(alpha_sim, redshift, norm_sim, 
                                  emin=0.1, emax=11.5, nbins=2000)

    spec.apply_foreground_absorption(nH_sim, model="tbabs")

    positions = [(30.01, 45.0)]

    events = make_point_sources(area, exp_time, positions, (30.0, 45.0),
                                spec, prng=prng)

    events.write_simput_file("ptsrc", overwrite=True)

    instrument_simulator("ptsrc_simput.fits", "ptsrc_evt.fits",
                         exp_time, "sq_aciss_cy19", [30.0, 45.0],
                         overwrite=True, foreground=False, ptsrc_bkgnd=False,
                         instr_bkgnd=False,
                         prng=prng)

    write_spectrum("ptsrc_evt.fits", "point_source_evt.pi", overwrite=True)

    os.system("cp %s %s ." % (arf.filename, rmf.filename))

    load_user_model(mymodel, "tplaw")
    add_user_pars("tplaw", ["nH", "norm", "redshift", "alpha"],
                  [0.02, norm_sim*0.8, redshift, 0.9],
                  parmins=[0.0, 0.0, 0.0, 0.1],
                  parmaxs=[10.0, 1.0e9, 10.0, 10.0],
                  parfrozen=[True, False, True, False])

    load_pha("point_source_evt.pi")
    set_stat("cstat")
    set_method("simplex")
    ignore(":0.4, 9.0:")
    set_model("tplaw")
    fit()
    res = get_fit_results()

    assert np.abs(res.parvals[0]-norm_sim)/norm_sim < 0.05
    assert np.abs(res.parvals[1]-alpha_sim)/alpha_sim < 0.05

    os.chdir(curdir)
    shutil.rmtree(tmpdir)
开发者ID:jzuhone，项目名称:pyxsim，代码行数:56，代码来源:test_point_source.py


示例19: test_lev3fft

    def test_lev3fft(self):
        self.run_thread("lev3fft", scriptname="bar.py")

        # self.assertEqualWithinTol(ui.get_source().lhs.fwhm.val, 0.0034705, 1e-4)
        # self.assertEqualWithinTol(ui.get_source().lhs.xpos.val, 150.016, 1e-4)
        # self.assertEqualWithinTol(ui.get_source().lhs.ypos.val, 2.66587, 1e-4)
        # self.assertEqualWithinTol(ui.get_source().lhs.ampl.val, 0.0117411, 1e-4)
        # self.assertEqualWithinTol(ui.get_source().rhs.c0.val, 0.0190897, 1e-4)

        self.assertEqualWithinTol(self.locals["src"].fwhm.val, 0.0034705, 1e-4)
        self.assertEqualWithinTol(self.locals["src"].xpos.val, 150.016, 1e-4)
        self.assertEqualWithinTol(self.locals["src"].ypos.val, 2.66587, 1e-4)
        self.assertEqualWithinTol(self.locals["src"].ampl.val, 0.0117411, 1e-4)
        self.assertEqualWithinTol(self.locals["bkg"].c0.val, 0.0190897, 1e-4)

        self.assertEqualWithinTol(ui.get_fit_results().istatval, 19496.3, 1e-4)
        self.assertEqualWithinTol(ui.get_fit_results().statval, 607.09, 1e-4)
        self.assertEqual(ui.get_fit_results().numpoints, 3307)
        self.assertEqual(ui.get_fit_results().dof, 3302)
开发者ID:linearregression，项目名称:sherpa，代码行数:19，代码来源:test_astro.py


示例20: print_fit

def print_fit():
    res = sau.get_fit_results()
    print("Fit success : \t", res.succeeded)
    print("Fit results:")
    print("Numpoints :\t", res.numpoints)
    print("dof :\t\t", res.dof)
    print("Final statistic value : \t", res.statval)
    print("Fitted parameters:")
    for index, parn in enumerate(res.parnames):
        print(parn, "\t\t{0:.3e}".format(res.parvals[index]))
开发者ID:astrofrog，项目名称:gammapy，代码行数:10，代码来源:specsource.py



注：本文中的sherpa.astro.ui.get_fit_results函数示例由纯净天空整理自Github/MSDocs等源码及文档管理平台，相关代码片段筛选自各路编程大神贡献的开源项目，源码版权归原作者所有，传播和使用请参考对应项目的License；未经允许，请勿转载。

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