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RabiyaFRichardWaiteSTFCjess-farmer
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Added synthetic Gaussian data to test mantid fitting (fitbenchmarking#1376)
Co-authored-by: RichardWaiteSTFC <55979119+RichardWaiteSTFC@users.noreply.github.com> Co-authored-by: Jessica Huntley <79837359+jess-farmer@users.noreply.github.com>
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‎examples/benchmark_problems/synthetic_data/gaussian/A0_1.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'A0 (=1)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=7, Sigma=0.2 ; name=FlatBackground, A0=1'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/A0_2.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'A0 (=0.5)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=7, Sigma=0.2 ; name=FlatBackground, A0=0.5'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/A0_3.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'A0 (=-0.5)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=7, Sigma=0.2 ; name=FlatBackground, A0=-0.5'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/A0_4.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'A0 (=-1)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=7, Sigma=0.2 ; name=FlatBackground, A0=-1'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/META.txt

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Low_Stats_Gaussian
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This folder contains synthetic data created by Richard
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Waite to test the performance of Mantid minimzers.

‎examples/benchmark_problems/synthetic_data/gaussian/data_files/low_stats_gaussian.dat

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# X Y E
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5.0 2.624345493018806 1.0000000356907386
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5.1 0.3882438084061519 1.000000159954783
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5.2 0.47182923891709116 1.0000006734346176
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5.3 -0.07296615301682552 1.0000026634829304
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5.4 1.8654359855074918 1.0000098960038328
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5.5 -1.3015491108403983 1.0000345400216848
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5.6 2.74523586916358 1.000113247914371
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5.7 0.23922529576001483 1.0003487870597734
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5.8 1.3213798293210313 1.0010089158723858
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5.9 0.7554341153795181 1.0027401469644668
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6.0 2.4863305829354627 1.0069824199998996
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6.1 -1.0608653527274816 1.0166694963848
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6.2 0.7413498571772699 1.037186952503067
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6.3 0.746670666352105 1.0772080081179796
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6.4 2.621030647912811 1.148454584919043
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6.5 0.20640392778869288 1.2632787450202192
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6.6 1.7991640234240867 1.4303111594649665
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6.7 1.2752933713568833 1.6505199904689214
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6.8 3.7513939679651735 1.9158596901295848
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6.9 6.173798201560141 2.2103351047123247
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7.0 3.546025799623852 2.5121623972891265
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7.1 11.020421719327947 2.7963203521598676
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7.2 11.964263844984377 3.037396191474969
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7.300000000000001 11.935355924185853 3.2126351992710407
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7.4 13.899393046175861 3.304872067509185
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7.5 8.662546279039328 3.304872067509185
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7.6 9.926223459447707 3.21263519927104
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7.7 6.383473108269464 3.037396191474969
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7.800000000000001 7.070306622744223 2.7963203521598654
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7.9 7.643298971089845 2.5121623972891265
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8.0 3.3567792350334673 2.210335104712322
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8.1 2.910394263243334 1.9158596901295901
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8.2 1.5900239604856239 1.6505199904689214
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8.3 0.8368829518116452 1.430311159464963
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8.4 0.747902217856648 1.2632787450202205
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8.5 1.3044032169269966 1.1484545849190422
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8.6 -0.04319856234950681 1.0772080081179805
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8.7 1.318889677680389 1.037186952503067
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8.8 2.721087108380009 1.0166694963847998
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8.9 1.7612390187538134 1.0069824199998996
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9.0 0.8131265923662252 1.0027401469644668
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9.100000000000001 0.11349434262051827 1.0010089158723858
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9.2 0.2532788028766597 1.0003487870597734
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9.3 2.692872776635313 1.000113247914371
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9.4 1.0508785909133636 1.0000345400216848
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9.5 0.3630178418248834 1.0000098960038328
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9.600000000000001 1.1909213201405555 1.0000026634829304
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9.7 3.100257897733046 1.0000006734346176
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9.8 1.12015929161122 1.000000159954783
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9.9 1.6172032031173327 1.0000000356907386

‎examples/benchmark_problems/synthetic_data/gaussian/height_1.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Height (=8)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=8, PeakCentre=7, Sigma=0.2 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/height_2.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Height (=10)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=10, PeakCentre=7, Sigma=0.2 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/height_3.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Height (=12)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=12, PeakCentre=7, Sigma=0.2 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/height_4.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Height (=14)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=14, PeakCentre=7, Sigma=0.2 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/peak_centre_1.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Peak Centre (=6)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=6, Sigma=0.2 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/peak_centre_2.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Peak Centre (=6.5)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=6.5, Sigma=0.2 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/peak_centre_3.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Peak Centre (=7.5)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=7.5, Sigma=0.2 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/peak_centre_4.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Peak Centre (=8)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=8, Sigma=0.2 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/sigma_1.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Sigma (=0.4)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=7, Sigma=0.4 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/sigma_2.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Sigma (=0.6)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=7, Sigma=0.6 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/sigma_3.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Sigma (=0.8)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=7, Sigma=0.8 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

‎examples/benchmark_problems/synthetic_data/gaussian/sigma_4.txt

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# FitBenchmark Problem
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software = 'Mantiddev'
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name = 'Sigma (=1)'
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description = 'This data was generated by Richard Waite for testing mantid minimizers'
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input_file = 'low_stats_gaussian.dat'
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function = 'name=Gaussian, Height=7, PeakCentre=7, Sigma=1 ; name=FlatBackground, A0=0'
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fit_ranges = {'x': [5, 10]}
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parameter_ranges = {'f0.Height':(5,15), 'f0.PeakCentre':(6,8), 'f0.Sigma':(0.1, 1.2), 'f1.A0':(-2, 2)}

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