From 22f20d1bfff9f4b04d5621373429e158ef0e383b Mon Sep 17 00:00:00 2001 From: Joern Weissenborn Date: Thu, 27 Jan 2022 17:26:09 +0100 Subject: [PATCH 1/3] Initial test for project use. --- .../ex_two_datasets/ex_two_datasets2.py | 45 ++++++ .../{model.yml => model_ex_two_datasets.yml} | 4 +- .../parameters_ex_two_datasets.yml} | 0 .../ex_two_datasets/project.gta | 2 + .../initial_parameters.csv | 14 ++ .../results/result_ex_two_datasets/model.yml | 79 ++++++++++ .../optimized_parameters.csv | 14 ++ .../parameter_history.csv | 147 ++++++++++++++++++ .../results/result_ex_two_datasets/result.md | 146 +++++++++++++++++ .../results/result_ex_two_datasets/result.yml | 30 ++++ .../results/result_ex_two_datasets/scheme.yml | 13 ++ pyglotaran_examples/pyglotaran-extras | 1 + 12 files changed, 493 insertions(+), 2 deletions(-) create mode 100644 pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py rename pyglotaran_examples/ex_two_datasets/models/{model.yml => model_ex_two_datasets.yml} (98%) rename pyglotaran_examples/ex_two_datasets/{models/parameters.yml => parameters/parameters_ex_two_datasets.yml} (100%) create mode 100644 pyglotaran_examples/ex_two_datasets/project.gta create mode 100644 pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/initial_parameters.csv create mode 100644 pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/model.yml create mode 100644 pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/optimized_parameters.csv create mode 100644 pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/parameter_history.csv create mode 100644 pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.md create mode 100644 pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.yml create mode 100644 pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/scheme.yml create mode 160000 pyglotaran_examples/pyglotaran-extras diff --git a/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py b/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py new file mode 100644 index 0000000..f946bc9 --- /dev/null +++ b/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py @@ -0,0 +1,45 @@ +from datetime import datetime + +import matplotlib.pyplot as plt # 3.3 or higher +from glotaran.project.project import Project +from pyglotaran_extras.plotting.plot_overview import plot_overview +from pyglotaran_extras.plotting.style import PlotStyle + +# This used to create the project at cwd +# Project.create(name="Example 2 Datasets") + +# import the dasets initially +# project.import_data("data/data1.ascii") +# project.import_data("data/data2.ascii") + +project = Project.open(".") +print(project.markdown()) + + +project.optimize( + "model_ex_two_datasets", + "parameters_ex_two_datasets", + name="result_ex_two_datasets", + maximum_number_function_evaluations=15, +) + +result = project.load_result("result_ex_two_datasets") +print(result.markdown(True)) + +# recreation +# result_recreated = result.recreate() + +# %% Plot and save as PDF +# This set subsequent plots to the glotaran style +plot_style = PlotStyle() +plt.rc("axes", prop_cycle=plot_style.cycler) + +fig1 = plot_overview(result.data["dataset1"], linlog=True) +timestamp = datetime.today().strftime("%y%m%d_%H%M") +fig1.savefig(results_folder.joinpath(f"plot_overview_1of2_{timestamp}.pdf"), bbox_inches="tight") + +fig2 = plot_overview(result.data["dataset2"], linlog=True) +timestamp = datetime.today().strftime("%y%m%d_%H%M") +fig2.savefig(results_folder.joinpath(f"plot_overview_2of2_{timestamp}.pdf"), bbox_inches="tight") + +plt.show() diff --git a/pyglotaran_examples/ex_two_datasets/models/model.yml b/pyglotaran_examples/ex_two_datasets/models/model_ex_two_datasets.yml similarity index 98% rename from pyglotaran_examples/ex_two_datasets/models/model.yml rename to pyglotaran_examples/ex_two_datasets/models/model_ex_two_datasets.yml index 0e63529..9967d70 100644 --- a/pyglotaran_examples/ex_two_datasets/models/model.yml +++ b/pyglotaran_examples/ex_two_datasets/models/model_ex_two_datasets.yml @@ -1,12 +1,12 @@ type: kinetic-spectrum dataset: - dataset1: + data1: megacomplex: [complex1] initial_concentration: input1 irf: irf1 scale: scale.1 - dataset2: + data2: megacomplex: [complex1] initial_concentration: input2 irf: irf1 diff --git a/pyglotaran_examples/ex_two_datasets/models/parameters.yml b/pyglotaran_examples/ex_two_datasets/parameters/parameters_ex_two_datasets.yml similarity index 100% rename from pyglotaran_examples/ex_two_datasets/models/parameters.yml rename to pyglotaran_examples/ex_two_datasets/parameters/parameters_ex_two_datasets.yml diff --git a/pyglotaran_examples/ex_two_datasets/project.gta b/pyglotaran_examples/ex_two_datasets/project.gta new file mode 100644 index 0000000..40154a3 --- /dev/null +++ b/pyglotaran_examples/ex_two_datasets/project.gta @@ -0,0 +1,2 @@ +version: 0.6.0.dev0 +name: Example 2 Datasets diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/initial_parameters.csv b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/initial_parameters.csv new file mode 100644 index 0000000..e78a41e --- /dev/null +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/initial_parameters.csv @@ -0,0 +1,14 @@ +label,value,expression,minimum,maximum,non-negative,vary,standard-error +inputs.1,0.5,None,-inf,inf,True,False,None +inputs.2,0.251,None,-inf,inf,True,True,None +inputs.3,0.252,None,-inf,inf,True,True,None +inputs.7,0.21,None,-inf,inf,True,True,None +inputs.8,0.22,None,-inf,inf,True,True,None +scale.1,1.0,None,-inf,inf,False,False,None +scale.2,1.2,None,-inf,inf,False,True,None +rates.k1,0.199,None,-inf,inf,True,True,None +rates.k2,0.5,None,-inf,inf,True,True,None +rates.k3,1.1,None,-inf,inf,True,True,None +irf.center,0.5,None,-inf,inf,False,True,None +irf.width,0.1,None,-inf,inf,False,True,None +area.1,1.0,None,-inf,inf,False,False,None diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/model.yml b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/model.yml new file mode 100644 index 0000000..5baa45b --- /dev/null +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/model.yml @@ -0,0 +1,79 @@ +default_megacomplex: decay +dataset_groups: + default: + residual_function: variable_projection + link_clp: null +clp_area_penalties: + - source: s1 + source_intervals: [[300, 3000]] + target: s2 + target_intervals: [[300, 3000]] + parameter: area.1 + weight: 0.1 + - source: s1 + source_intervals: [[300, 3000]] + target: s3 + target_intervals: [[300, 3000]] + parameter: area.1 + weight: 0.1 +k_matrix: + km1: + matrix: + (s1, s1): rates.k1 + (s2, s2): rates.k2 + (s3, s3): rates.k3 +initial_concentration: + input1: + compartments: [s1, s2, s3] + parameters: + - inputs.1 + - inputs.2 + - inputs.3 + exclude_from_normalize: &id001 [] + input2: + compartments: [s1, s2, s3] + parameters: + - inputs.1 + - inputs.7 + - inputs.8 + exclude_from_normalize: *id001 +irf: + irf1: + type: spectral-multi-gaussian + center: + - irf.center + width: + - irf.width + normalize: true + backsweep: false + center_dispersion_coefficients: [] + width_dispersion_coefficients: [] + model_dispersion_with_wavenumber: false + irf1_no_dispersion: + type: spectral-multi-gaussian + center: + - irf.center + width: + - irf.width + normalize: true + backsweep: false + center_dispersion_coefficients: [] + width_dispersion_coefficients: [] + model_dispersion_with_wavenumber: false +megacomplex: + complex1: + dimension: time + k_matrix: [km1] +dataset: + data1: + group: default + megacomplex: [complex1] + scale: scale.1 + initial_concentration: input1 + irf: irf1 + data2: + group: default + megacomplex: [complex1] + scale: scale.2 + initial_concentration: input2 + irf: irf1 diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/optimized_parameters.csv b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/optimized_parameters.csv new file mode 100644 index 0000000..4c44525 --- /dev/null +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/optimized_parameters.csv @@ -0,0 +1,14 @@ +label,value,expression,minimum,maximum,non-negative,vary,standard-error +inputs.1,0.5,None,-inf,inf,True,False,None +inputs.2,0.3241736589239435,None,-inf,inf,True,True,0.0060165110846317925 +inputs.3,0.663702975090193,None,-inf,inf,True,True,0.0019604284601073144 +inputs.7,0.07199308287881953,None,-inf,inf,True,True,0.007473181749163457 +inputs.8,0.28038519613558904,None,-inf,inf,True,True,0.0017034156131035783 +scale.1,1.0,None,-inf,inf,False,False,None +scale.2,1.0988429226957728,None,-inf,inf,False,True,5.068768761235873e-05 +rates.k1,0.26090874889782284,None,-inf,inf,True,True,0.0003594210688449748 +rates.k2,1.1764960041058283,None,-inf,inf,True,True,0.0018332580079413955 +rates.k3,0.6161190994265826,None,-inf,inf,True,True,0.0012949247808122452 +irf.center,0.3999993625968203,None,-inf,inf,False,True,5.5115040566613125e-06 +irf.width,0.05996420343714177,None,-inf,inf,False,True,7.467344900803811e-06 +area.1,1.0,None,-inf,inf,False,False,None diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/parameter_history.csv b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/parameter_history.csv new file mode 100644 index 0000000..d5a6040 --- /dev/null +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/parameter_history.csv @@ -0,0 +1,147 @@ +,inputs.1,inputs.2,inputs.3,inputs.7,inputs.8,scale.1,scale.2,rates.k1,rates.k2,rates.k3,irf.center,irf.width,area.1 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a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.md b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.md new file mode 100644 index 0000000..eedde59 --- /dev/null +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.md @@ -0,0 +1,146 @@ +| Optimization Result | | +|-------------------------------|-----------------------------------| +| Number of residual evaluation | 15 | +| Number of variables | 10 | +| Number of datapoints | 51104 | +| Degrees of freedom | 51094 | +| Chi Square | 4.35e+02 | +| Reduced Chi Square | 8.52e-03 | +| Root Mean Square Error (RMSE) | 9.23e-02 | +| RMSE additional penalty | [array([0.93215124, 0.34676141])] | + +| RMSE (per dataset) | weighted | unweighted | +|----------------------|------------|--------------| +| 1.data1: | 9.26e-02 | 9.26e-02 | +| 2.data2: | 9.18e-02 | 9.18e-02 | + +# Model + +_Megacomplex Types_: decay + +## Dataset Groups + +* **default**: + * *Label*: default + * *residual_function*: variable_projection + * *link_clp*: None + +## Clp Area Penalties + +* + * *Source*: s1 + * *Source Intervals*: + * [300, 3000] + * *Target*: s2 + * *Target Intervals*: + * [300, 3000] + * *Parameter*: area.1(1.00e+00, fixed) + * *Weight*: 0.1 + +* + * *Source*: s1 + * *Source Intervals*: + * [300, 3000] + * *Target*: s3 + * *Target Intervals*: + * [300, 3000] + * *Parameter*: area.1(1.00e+00, fixed) + * *Weight*: 0.1 + + +## K Matrix + +* **km1**: + * *Label*: km1 + * *Matrix*: + * ('s1', 's1'): rates.k1(2.61e-01±3.59e-04, initial: 1.99e-01) + * ('s2', 's2'): rates.k2(1.18e+00±1.83e-03, initial: 5.00e-01) + * ('s3', 's3'): rates.k3(6.16e-01±1.29e-03, initial: 1.10e+00) + + +## Initial Concentration + +* **input1**: + * *Label*: input1 + * *Compartments*: + * s1 + * s2 + * s3 + * *Parameters*: + * inputs.1(5.00e-01, fixed) + * inputs.2(3.24e-01±6.02e-03, initial: 2.51e-01) + * inputs.3(6.64e-01±1.96e-03, initial: 2.52e-01) + * *Exclude From Normalize*: + +* **input2**: + * *Label*: input2 + * *Compartments*: + * s1 + * s2 + * s3 + * *Parameters*: + * inputs.1(5.00e-01, fixed) + * inputs.7(7.20e-02±7.47e-03, initial: 2.10e-01) + * inputs.8(2.80e-01±1.70e-03, initial: 2.20e-01) + * *Exclude From Normalize*: + + +## Irf + +* **irf1** (spectral-multi-gaussian): + * *Label*: irf1 + * *Type*: spectral-multi-gaussian + * *Center*: + * irf.center(4.00e-01±5.51e-06, initial: 5.00e-01) + * *Width*: + * irf.width(6.00e-02±7.47e-06, initial: 1.00e-01) + * *Normalize*: True + * *Backsweep*: False + * *Center Dispersion Coefficients*: + * *Width Dispersion Coefficients*: + * *Model Dispersion With Wavenumber*: False + +* **irf1_no_dispersion** (spectral-multi-gaussian): + * *Label*: irf1_no_dispersion + * *Type*: spectral-multi-gaussian + * *Center*: + * irf.center(4.00e-01±5.51e-06, initial: 5.00e-01) + * *Width*: + * irf.width(6.00e-02±7.47e-06, initial: 1.00e-01) + * *Normalize*: True + * *Backsweep*: False + * *Center Dispersion Coefficients*: + * *Width Dispersion Coefficients*: + * *Model Dispersion With Wavenumber*: False + + +## Megacomplex + +* **complex1** (None): + * *Label*: complex1 + * *Dimension*: time + * *K Matrix*: + * km1 + + +## Dataset + +* **data1**: + * *Label*: data1 + * *Group*: default + * *Megacomplex*: + * complex1 + * *Scale*: scale.1(1.00e+00, fixed) + * *Initial Concentration*: input1 + * *Irf*: irf1 + +* **data2**: + * *Label*: data2 + * *Group*: default + * *Megacomplex*: + * complex1 + * *Scale*: scale.2(1.10e+00±5.07e-05, initial: 1.20e+00) + * *Initial Concentration*: input2 + * *Irf*: irf1 + + diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.yml b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.yml new file mode 100644 index 0000000..a993548 --- /dev/null +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.yml @@ -0,0 +1,30 @@ +number_of_function_evaluations: 15 +success: true +termination_reason: The maximum number of function evaluations is exceeded. +glotaran_version: 0.6.0.dev0 +free_parameter_labels: + - inputs.2 + - inputs.3 + - inputs.7 + - inputs.8 + - scale.2 + - rates.k1 + - rates.k2 + - rates.k3 + - irf.center + - irf.width +scheme: results/result_ex_two_datasets/scheme.yml +initial_parameters: results/result_ex_two_datasets/initial_parameters.csv +optimized_parameters: results/result_ex_two_datasets/optimized_parameters.csv +parameter_history: results/result_ex_two_datasets/parameter_history.csv +data: + data1: results/result_ex_two_datasets/data1.nc + data2: results/result_ex_two_datasets/data2.nc +chi_square: 435.1896294925773 +degrees_of_freedom: 51094 +number_of_data_points: 51104 +number_of_jacobian_evaluations: 13 +number_of_variables: 10 +optimality: 18395.48547243314 +reduced_chi_square: 0.008517431195298417 +root_mean_square_error: 0.09228993008610645 diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/scheme.yml b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/scheme.yml new file mode 100644 index 0000000..1b44c67 --- /dev/null +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/scheme.yml @@ -0,0 +1,13 @@ +model: results/result_ex_two_datasets/model.yml +parameters: results/result_ex_two_datasets/initial_parameters.csv +data: + data1: data/data1.ascii + data2: data/data2.ascii +clp_link_tolerance: 0.0 +maximum_number_function_evaluations: 15 +add_svd: true +ftol: 1e-08 +gtol: 1e-08 +xtol: 1e-08 +optimization_method: TrustRegionReflection +result_path: null diff --git a/pyglotaran_examples/pyglotaran-extras b/pyglotaran_examples/pyglotaran-extras new file mode 160000 index 0000000..f4b64be --- /dev/null +++ b/pyglotaran_examples/pyglotaran-extras @@ -0,0 +1 @@ +Subproject commit f4b64beb621195d428e1bfd70c819af026889a38 From 5682b9161ae73fbbae6cfcf17886788c39fa63a5 Mon Sep 17 00:00:00 2001 From: Joern Weissenborn Date: Fri, 28 Jan 2022 13:40:57 +0100 Subject: [PATCH 2/3] Finished rework ex_two_datasets. --- .../ex_two_datasets/ex_two_datasets2.py | 11 +- .../ex_two_datasets/project.gta | 1 - .../results/result_ex_two_datasets/model.yml | 24 +- .../optimized_parameters.csv | 20 +- .../parameter_history.csv | 268 +++++++++--------- .../plot_overview_1of2_220128_1338.pdf | Bin 0 -> 726293 bytes .../plot_overview_2of2_220128_1338.pdf | Bin 0 -> 682533 bytes .../results/result_ex_two_datasets/result.md | 2 +- .../results/result_ex_two_datasets/result.yml | 40 +-- .../results/result_ex_two_datasets/scheme.yml | 8 +- pyglotaran_examples/pyglotaran-extras | 1 - 11 files changed, 184 insertions(+), 191 deletions(-) create mode 100644 pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/plot_overview_1of2_220128_1338.pdf create mode 100644 pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/plot_overview_2of2_220128_1338.pdf delete mode 160000 pyglotaran_examples/pyglotaran-extras diff --git a/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py b/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py index f946bc9..45d77de 100644 --- a/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py +++ b/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py @@ -5,12 +5,6 @@ from pyglotaran_extras.plotting.plot_overview import plot_overview from pyglotaran_extras.plotting.style import PlotStyle -# This used to create the project at cwd -# Project.create(name="Example 2 Datasets") - -# import the dasets initially -# project.import_data("data/data1.ascii") -# project.import_data("data/data2.ascii") project = Project.open(".") print(project.markdown()) @@ -34,11 +28,12 @@ plot_style = PlotStyle() plt.rc("axes", prop_cycle=plot_style.cycler) -fig1 = plot_overview(result.data["dataset1"], linlog=True) +results_folder = project.get_result_path("result_ex_two_datasets") +fig1 = plot_overview(result.data["data1"], linlog=True) timestamp = datetime.today().strftime("%y%m%d_%H%M") fig1.savefig(results_folder.joinpath(f"plot_overview_1of2_{timestamp}.pdf"), bbox_inches="tight") -fig2 = plot_overview(result.data["dataset2"], linlog=True) +fig2 = plot_overview(result.data["data2"], linlog=True) timestamp = datetime.today().strftime("%y%m%d_%H%M") fig2.savefig(results_folder.joinpath(f"plot_overview_2of2_{timestamp}.pdf"), bbox_inches="tight") diff --git a/pyglotaran_examples/ex_two_datasets/project.gta b/pyglotaran_examples/ex_two_datasets/project.gta index 40154a3..91a562e 100644 --- a/pyglotaran_examples/ex_two_datasets/project.gta +++ b/pyglotaran_examples/ex_two_datasets/project.gta @@ -1,2 +1 @@ version: 0.6.0.dev0 -name: Example 2 Datasets diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/model.yml b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/model.yml index 5baa45b..6a62ea2 100644 --- a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/model.yml +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/model.yml @@ -4,13 +4,13 @@ dataset_groups: residual_function: variable_projection link_clp: null clp_area_penalties: - - source: s1 +- source: s1 source_intervals: [[300, 3000]] target: s2 target_intervals: [[300, 3000]] parameter: area.1 weight: 0.1 - - source: s1 +- source: s1 source_intervals: [[300, 3000]] target: s3 target_intervals: [[300, 3000]] @@ -26,24 +26,24 @@ initial_concentration: input1: compartments: [s1, s2, s3] parameters: - - inputs.1 - - inputs.2 - - inputs.3 + - inputs.1 + - inputs.2 + - inputs.3 exclude_from_normalize: &id001 [] input2: compartments: [s1, s2, s3] parameters: - - inputs.1 - - inputs.7 - - inputs.8 + - inputs.1 + - inputs.7 + - inputs.8 exclude_from_normalize: *id001 irf: irf1: type: spectral-multi-gaussian center: - - irf.center + - irf.center width: - - irf.width + - irf.width normalize: true backsweep: false center_dispersion_coefficients: [] @@ -52,9 +52,9 @@ irf: irf1_no_dispersion: type: spectral-multi-gaussian center: - - irf.center + - irf.center width: - - irf.width + - irf.width normalize: true backsweep: false center_dispersion_coefficients: [] diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/optimized_parameters.csv b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/optimized_parameters.csv index 4c44525..3bb6539 100644 --- a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/optimized_parameters.csv +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/optimized_parameters.csv @@ -1,14 +1,14 @@ label,value,expression,minimum,maximum,non-negative,vary,standard-error inputs.1,0.5,None,-inf,inf,True,False,None -inputs.2,0.3241736589239435,None,-inf,inf,True,True,0.0060165110846317925 -inputs.3,0.663702975090193,None,-inf,inf,True,True,0.0019604284601073144 -inputs.7,0.07199308287881953,None,-inf,inf,True,True,0.007473181749163457 -inputs.8,0.28038519613558904,None,-inf,inf,True,True,0.0017034156131035783 +inputs.2,0.3241735606305694,None,-inf,inf,True,True,0.006016512068269458 +inputs.3,0.6637030039362178,None,-inf,inf,True,True,0.0019604282258593145 +inputs.7,0.07199305634408268,None,-inf,inf,True,True,0.007473183032103718 +inputs.8,0.28038519367032166,None,-inf,inf,True,True,0.001703415408630161 scale.1,1.0,None,-inf,inf,False,False,None -scale.2,1.0988429226957728,None,-inf,inf,False,True,5.068768761235873e-05 -rates.k1,0.26090874889782284,None,-inf,inf,True,True,0.0003594210688449748 -rates.k2,1.1764960041058283,None,-inf,inf,True,True,0.0018332580079413955 -rates.k3,0.6161190994265826,None,-inf,inf,True,True,0.0012949247808122452 -irf.center,0.3999993625968203,None,-inf,inf,False,True,5.5115040566613125e-06 -irf.width,0.05996420343714177,None,-inf,inf,False,True,7.467344900803811e-06 +scale.2,1.0988429227695649,None,-inf,inf,False,True,5.0687678682918585e-05 +rates.k1,0.2609087519506281,None,-inf,inf,True,True,0.0003594210205855631 +rates.k2,1.1764960957874322,None,-inf,inf,True,True,0.0018332582913621488 +rates.k3,0.6161191387338244,None,-inf,inf,True,True,0.001294924541886501 +irf.center,0.3999993625795483,None,-inf,inf,False,True,5.5115045961994905e-06 +irf.width,0.0599642034148812,None,-inf,inf,False,True,7.46734564090631e-06 area.1,1.0,None,-inf,inf,False,False,None diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/parameter_history.csv b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/parameter_history.csv index d5a6040..c245a11 100644 --- a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/parameter_history.csv +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/parameter_history.csv @@ -11,137 +11,137 @@ 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Error (RMSE) | 9.23e-02 | -| RMSE additional penalty | [array([0.93215124, 0.34676141])] | +| RMSE additional penalty | [array([0.93214608, 0.34676102])] | | RMSE (per dataset) | weighted | unweighted | |----------------------|------------|--------------| diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.yml b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.yml index a993548..92f26d8 100644 --- a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.yml +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/result.yml @@ -3,28 +3,28 @@ success: true termination_reason: The maximum number of function evaluations is exceeded. glotaran_version: 0.6.0.dev0 free_parameter_labels: - - inputs.2 - - inputs.3 - - inputs.7 - - inputs.8 - - scale.2 - - rates.k1 - - rates.k2 - - rates.k3 - - irf.center - - irf.width -scheme: results/result_ex_two_datasets/scheme.yml -initial_parameters: results/result_ex_two_datasets/initial_parameters.csv -optimized_parameters: results/result_ex_two_datasets/optimized_parameters.csv -parameter_history: results/result_ex_two_datasets/parameter_history.csv +- inputs.2 +- inputs.3 +- inputs.7 +- inputs.8 +- scale.2 +- rates.k1 +- rates.k2 +- rates.k3 +- irf.center +- irf.width +scheme: scheme.yml +initial_parameters: initial_parameters.csv +optimized_parameters: optimized_parameters.csv +parameter_history: parameter_history.csv data: - data1: results/result_ex_two_datasets/data1.nc - data2: results/result_ex_two_datasets/data2.nc -chi_square: 435.1896294925773 + data1: data1.nc + data2: data2.nc +chi_square: 435.18971422848375 degrees_of_freedom: 51094 number_of_data_points: 51104 number_of_jacobian_evaluations: 13 number_of_variables: 10 -optimality: 18395.48547243314 -reduced_chi_square: 0.008517431195298417 -root_mean_square_error: 0.09228993008610645 +optimality: 18395.41689240259 +reduced_chi_square: 0.00851743285373006 +root_mean_square_error: 0.09228993907100633 diff --git a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/scheme.yml b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/scheme.yml index 1b44c67..535d062 100644 --- a/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/scheme.yml +++ b/pyglotaran_examples/ex_two_datasets/results/result_ex_two_datasets/scheme.yml @@ -1,8 +1,8 @@ -model: results/result_ex_two_datasets/model.yml -parameters: results/result_ex_two_datasets/initial_parameters.csv +model: model.yml +parameters: initial_parameters.csv data: - data1: data/data1.ascii - data2: data/data2.ascii + data1: ../../data/data1.ascii + data2: ../../data/data2.ascii clp_link_tolerance: 0.0 maximum_number_function_evaluations: 15 add_svd: true diff --git a/pyglotaran_examples/pyglotaran-extras b/pyglotaran_examples/pyglotaran-extras deleted file mode 160000 index f4b64be..0000000 --- a/pyglotaran_examples/pyglotaran-extras +++ /dev/null @@ -1 +0,0 @@ -Subproject commit f4b64beb621195d428e1bfd70c819af026889a38 From 6f3f2cde39f7650cfe862c5facecb7f6f8e829c3 Mon Sep 17 00:00:00 2001 From: Sourcery AI <> Date: Thu, 10 Nov 2022 21:05:00 +0000 Subject: [PATCH 3/3] 'Refactored by Sourcery' --- pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py b/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py index 45d77de..e32ec92 100644 --- a/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py +++ b/pyglotaran_examples/ex_two_datasets/ex_two_datasets2.py @@ -30,11 +30,11 @@ results_folder = project.get_result_path("result_ex_two_datasets") fig1 = plot_overview(result.data["data1"], linlog=True) -timestamp = datetime.today().strftime("%y%m%d_%H%M") +timestamp = datetime.now().strftime("%y%m%d_%H%M") fig1.savefig(results_folder.joinpath(f"plot_overview_1of2_{timestamp}.pdf"), bbox_inches="tight") fig2 = plot_overview(result.data["data2"], linlog=True) -timestamp = datetime.today().strftime("%y%m%d_%H%M") +timestamp = datetime.now().strftime("%y%m%d_%H%M") fig2.savefig(results_folder.joinpath(f"plot_overview_2of2_{timestamp}.pdf"), bbox_inches="tight") plt.show()