From d046f1e661bc9c2fe5ec80b8e5a245e2f15c3f3d Mon Sep 17 00:00:00 2001 From: Jammy2211 Date: Sun, 12 Apr 2026 20:37:08 +0100 Subject: [PATCH] refactor: remove per-search YAML config files MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit These YAML files (nest.yaml, mcmc.yaml, mle.yaml) are no longer read by PyAutoFit — all search parameters now have explicit Python defaults in each search class's __init__. Keeping them would be dead config. Co-Authored-By: Claude Opus 4.6 --- config/non_linear/mcmc.yaml | 63 -------- config/non_linear/mle.yaml | 89 ----------- config/non_linear/nest.yaml | 145 ------------------ dataset/.gitignore | 2 - dataset/example_1d/gaussian_x1/data.json | 2 +- dataset/example_1d/gaussian_x1/image.png | Bin 23102 -> 22531 bytes dataset/example_1d/gaussian_x1/model.json | 4 +- dataset/example_1d/gaussian_x1_0/data.json | 2 +- dataset/example_1d/gaussian_x1_0/image.png | Bin 18152 -> 17926 bytes dataset/example_1d/gaussian_x1_0/model.json | 4 +- dataset/example_1d/gaussian_x1_1/data.json | 2 +- dataset/example_1d/gaussian_x1_1/image.png | Bin 20936 -> 21069 bytes dataset/example_1d/gaussian_x1_1/model.json | 4 +- dataset/example_1d/gaussian_x1_2/data.json | 2 +- dataset/example_1d/gaussian_x1_2/image.png | Bin 22508 -> 22280 bytes dataset/example_1d/gaussian_x1_2/model.json | 4 +- .../gaussian_x1__exponential_x1/data.json | 2 +- .../gaussian_x1__exponential_x1/image.png | Bin 42703 -> 42946 bytes .../max_log_likelihood.json | 2 +- .../gaussian_x1__exponential_x1/model_0.json | 4 +- .../gaussian_x1__exponential_x1/model_1.json | 4 +- .../gaussian_x1_convolved/data.json | 2 +- .../gaussian_x1_convolved/image.png | Bin 26945 -> 28021 bytes .../gaussian_x1_convolved/model.json | 4 +- .../gaussian_x1_identical_0/data.json | 2 +- .../gaussian_x1_identical_0/image.png | Bin 22298 -> 22389 bytes .../gaussian_x1_identical_0/model.json | 4 +- .../gaussian_x1_identical_1/data.json | 2 +- .../gaussian_x1_identical_1/image.png | Bin 22547 -> 22612 bytes .../gaussian_x1_identical_1/model.json | 4 +- .../gaussian_x1_identical_2/data.json | 2 +- .../gaussian_x1_identical_2/image.png | Bin 22428 -> 22478 bytes .../gaussian_x1_identical_2/model.json | 4 +- .../gaussian_x1_time/time_0/data.json | 2 +- .../gaussian_x1_time/time_0/image.png | Bin 22693 -> 22768 bytes .../gaussian_x1_time/time_0/model.json | 4 +- .../gaussian_x1_time/time_1/data.json | 2 +- .../gaussian_x1_time/time_1/image.png | Bin 22397 -> 22618 bytes .../gaussian_x1_time/time_1/model.json | 4 +- .../gaussian_x1_time/time_2/data.json | 2 +- .../gaussian_x1_time/time_2/image.png | Bin 22620 -> 22760 bytes .../gaussian_x1_time/time_2/model.json | 4 +- .../gaussian_x1_unconvolved/data.json | 2 +- .../gaussian_x1_unconvolved/image.png | Bin 21749 -> 22064 bytes .../gaussian_x1_unconvolved/model.json | 4 +- .../gaussian_x1_variable/sigma_0/data.json | 2 +- .../gaussian_x1_variable/sigma_0/image.png | Bin 21518 -> 21570 bytes .../gaussian_x1_variable/sigma_0/model.json | 4 +- .../gaussian_x1_variable/sigma_1/data.json | 2 +- .../gaussian_x1_variable/sigma_1/image.png | Bin 22417 -> 22476 bytes .../gaussian_x1_variable/sigma_1/model.json | 4 +- .../gaussian_x1_variable/sigma_2/data.json | 2 +- .../gaussian_x1_variable/sigma_2/image.png | Bin 22718 -> 23273 bytes .../gaussian_x1_variable/sigma_2/model.json | 4 +- .../gaussian_x1_with_feature/data.json | 2 +- .../gaussian_x1_with_feature/image.png | Bin 35502 -> 36101 bytes .../max_log_likelihood.json | 2 +- .../gaussian_x1_with_feature/model_0.json | 4 +- .../gaussian_x1_with_feature/model_1.json | 4 +- dataset/example_1d/gaussian_x2/data.json | 2 +- dataset/example_1d/gaussian_x2/image.png | Bin 29499 -> 29661 bytes .../gaussian_x2/max_log_likelihood.json | 2 +- dataset/example_1d/gaussian_x2/model_0.json | 4 +- dataset/example_1d/gaussian_x2/model_1.json | 4 +- .../gaussian_x2__exponential_x1/data.json | 2 +- .../gaussian_x2__exponential_x1/image.png | Bin 46368 -> 46716 bytes .../max_log_likelihood.json | 2 +- .../gaussian_x2__exponential_x1/model_0.json | 4 +- .../gaussian_x2__exponential_x1/model_1.json | 4 +- .../gaussian_x2__exponential_x1/model_2.json | 4 +- .../example_1d/gaussian_x2_split/data.json | 2 +- .../example_1d/gaussian_x2_split/image.png | Bin 45638 -> 45956 bytes .../gaussian_x2_split/max_log_likelihood.json | 2 +- .../example_1d/gaussian_x2_split/model_0.json | 4 +- .../example_1d/gaussian_x2_split/model_1.json | 4 +- dataset/example_1d/gaussian_x3/data.json | 2 +- dataset/example_1d/gaussian_x3/image.png | Bin 34632 -> 34942 bytes .../gaussian_x3/max_log_likelihood.json | 2 +- dataset/example_1d/gaussian_x3/model_0.json | 4 +- dataset/example_1d/gaussian_x3/model_1.json | 4 +- dataset/example_1d/gaussian_x3/model_2.json | 4 +- dataset/example_1d/gaussian_x5/data.json | 2 +- dataset/example_1d/gaussian_x5/image.png | Bin 45061 -> 45142 bytes .../gaussian_x5/max_log_likelihood.json | 2 +- dataset/example_1d/gaussian_x5/model_0.json | 4 +- dataset/example_1d/gaussian_x5/model_1.json | 4 +- dataset/example_1d/gaussian_x5/model_2.json | 4 +- dataset/example_1d/gaussian_x5/model_3.json | 4 +- dataset/example_1d/gaussian_x5/model_4.json | 4 +- output/.gitignore | 2 - .../cosmology/config/non_linear/mcmc.yaml | 63 -------- .../cosmology/config/non_linear/nest.yaml | 122 --------------- projects/cosmology/example_1_intro.ipynb | 10 +- .../example_2_multi_level_model.ipynb | 10 +- 94 files changed, 107 insertions(+), 593 deletions(-) delete mode 100644 config/non_linear/mcmc.yaml delete mode 100644 config/non_linear/mle.yaml delete mode 100644 config/non_linear/nest.yaml delete mode 100644 dataset/.gitignore delete mode 100644 output/.gitignore delete mode 100644 projects/cosmology/config/non_linear/mcmc.yaml delete mode 100644 projects/cosmology/config/non_linear/nest.yaml diff --git a/config/non_linear/mcmc.yaml b/config/non_linear/mcmc.yaml deleted file mode 100644 index 94459ee0..00000000 --- a/config/non_linear/mcmc.yaml +++ /dev/null @@ -1,63 +0,0 @@ -# Configuration files that customize the default behaviour of non-linear searches. - -# **PyAutoFit** supports the following MCMC algorithms: - -# - Emcee: https://github.com/dfm/emcee / https://emcee.readthedocs.io/en/stable/ -# - Zeus: https://github.com/minaskar/zeus / https://zeus-mcmc.readthedocs.io/en/latest/ - -# Settings in the [search] and [run] entries are specific to each nested algorithm and should be determined by -# consulting that MCMC method's own readthedocs. - -Emcee: - run: - nsteps: 2000 - search: - nwalkers: 50 - auto_correlations: - change_threshold: 0.01 # The threshold value by which if the change in auto_correlations is below sampling will be terminated early. - check_for_convergence: true # Whether the auto-correlation lengths of the Emcee samples are checked to determine the stopping criteria. If `True`, Emcee may stop before nsteps are performed. - check_size: 100 # The length of the samples used to check the auto-correlation lengths (from the latest sample backwards). - required_length: 50 # The length an auto_correlation chain must be for it to be used to evaluate whether its change threshold is sufficiently small to terminate sampling early. - initialize: # The method used to generate where walkers are initialized in parameter space {prior | ball}. - method: ball # priors: samples are initialized by randomly drawing from each parameter's prior. ball: samples are initialized by randomly drawing unit values from a narrow uniform distribution. - ball_lower_limit: 0.49 # The lower limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - ball_upper_limit: 0.51 # The upper limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - printing: - silence: false # If True, the default print output of the non-linear search is silcened and not printed by the Python interpreter. - iterations_per_full_update: 500 # Non-linear search iterations between every full update, which outputs all visuals and result fits (e.g. model.result, search.summary), this exits the search and can be slow. - iterations_per_quick_update: 500 # Non-linear search iterations between every quick update, which just displays the maximum likelihood model fit. - remove_state_files_at_end: true # Whether to remove the savestate of the seach (e.g. the Emcee hdf5 file) at the end to save hard-disk space (results are still stored as PyAutoFit pickles and loadable). -Zeus: - run: - check_walkers: true - light_mode: false - maxiter: 10000 - maxsteps: 10000 - mu: 1.0 - nsteps: 2000 - patience: 5 - shuffle_ensemble: true - tolerance: 0.05 - tune: true - vectorize: false - search: - nwalkers: 50 - auto_correlations: - change_threshold: 0.01 # The threshold value by which if the change in auto_correlations is below sampling will be terminated early. - check_for_convergence: true # Whether the auto-correlation lengths of the Emcee samples are checked to determine the stopping criteria. If `True`, Emcee may stop before nsteps are performed. - check_size: 100 # The length of the samples used to check the auto-correlation lengths (from the latest sample backwards). - required_length: 50 # The length an auto_correlation chain must be for it to be used to evaluate whether its change threshold is sufficiently small to terminate sampling early. - initialize: # The method used to generate where walkers are initialized in parameter space {prior | ball}. - method: ball # priors: samples are initialized by randomly drawing from each parameter's prior. ball: samples are initialized by randomly drawing unit values from a narrow uniform distribution. - ball_lower_limit: 0.49 # The lower limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - ball_upper_limit: 0.51 # The upper limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - printing: - silence: false # If True, the default print output of the non-linear search is silenced and not printed by the Python interpreter. - - iterations_per_full_update: 500 # Non-linear search iterations between every full update, which outputs all visuals and result fits (e.g. model.result, search.summary), this exits the search and can be slow. - iterations_per_quick_update: 500 # Non-linear search iterations between every quick update, which just displays the maximum likelihood model fit. - remove_state_files_at_end: true # Whether to remove the savestate of the seach (e.g. the Emcee hdf5 file) at the end to save hard-disk space (results are still stored as PyAutoFit pickles and loadable). \ No newline at end of file diff --git a/config/non_linear/mle.yaml b/config/non_linear/mle.yaml deleted file mode 100644 index 365b911f..00000000 --- a/config/non_linear/mle.yaml +++ /dev/null @@ -1,89 +0,0 @@ -# Configuration files that customize the default behaviour of non-linear searches. - -# **PyAutoFit** supports the following maximum likelihood estimator (MLE) algorithms: - -# - PySwarms: https://github.com/ljvmiranda921/pyswarms / https://pyswarms.readthedocs.io/en/latest/index.html - -# Settings in the [search], [run] and [options] entries are specific to each nested algorithm and should be -# determined by consulting that method's own readthedocs. - -PySwarmsGlobal: - run: - iters: 2000 - search: - cognitive: 0.5 - ftol: -.inf - inertia: 0.9 - n_particles: 50 - social: 0.3 - initialize: # The method used to generate where walkers are initialized in parameter space {prior | ball}. - method: ball # priors: samples are initialized by randomly drawing from each parameter's prior. ball: samples are initialized by randomly drawing unit values from a narrow uniform distribution. - ball_lower_limit: 0.49 # The lower limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - ball_upper_limit: 0.51 # The upper limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - printing: - silence: false # If True, the default print output of the non-linear search is silcened and not printed by the Python interpreter. - iterations_per_full_update: 500 # Non-linear search iterations between every full update, which outputs all visuals and result fits (e.g. model.result, search.summary), this exits the search and can be slow. - iterations_per_quick_update: 500 # Non-linear search iterations between every quick update, which just displays the maximum likelihood model fit. - remove_state_files_at_end: true # Whether to remove the savestate of the seach (e.g. the Emcee hdf5 file) at the end to save hard-disk space (results are still stored as PyAutoFit pickles and loadable). -PySwarmsLocal: - run: - iters: 2000 - search: - cognitive: 0.5 - ftol: -.inf - inertia: 0.9 - minkowski_p_norm: 2 - n_particles: 50 - number_of_k_neighbors: 3 - social: 0.3 - initialize: # The method used to generate where walkers are initialized in parameter space {prior | ball}. - method: ball # priors: samples are initialized by randomly drawing from each parameter's prior. ball: samples are initialized by randomly drawing unit values from a narrow uniform distribution. - ball_lower_limit: 0.49 # The lower limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - ball_upper_limit: 0.51 # The upper limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - printing: - silence: false # If True, the default print output of the non-linear search is silcened and not printed by the Python interpreter. - iterations_per_full_update: 500 # Non-linear search iterations between every full update, which outputs all visuals and result fits (e.g. model.result, search.summary), this exits the search and can be slow. - iterations_per_quick_update: 500 # Non-linear search iterations between every quick update, which just displays the maximum likelihood model fit. - remove_state_files_at_end: true # Whether to remove the savestate of the seach (e.g. the Emcee hdf5 file) at the end to save hard-disk space (results are still stored as PyAutoFit pickles and loadable). -LBFGS: - search: - tol: null - options: - disp: false - eps: 1.0e-08 - ftol: 2.220446049250313e-09 - gtol: 1.0e-05 - iprint: -1.0 - maxcor: 10 - maxfun: 15000 - maxiter: 15000 - maxls: 20 - initialize: # The method used to generate where walkers are initialized in parameter space {prior | ball}. - method: ball # priors: samples are initialized by randomly drawing from each parameter's prior. ball: samples are initialized by randomly drawing unit values from a narrow uniform distribution. - ball_lower_limit: 0.49 # The lower limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - ball_upper_limit: 0.51 # The upper limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - printing: - silence: false # If True, the default print output of the non-linear search is silcened and not printed by the Python interpreter. - iterations_per_full_update: 500 # Non-linear search iterations between every full update, which outputs all visuals and result fits (e.g. model.result, search.summary), this exits the search and can be slow. - iterations_per_quick_update: 500 # Non-linear search iterations between every quick update, which just displays the maximum likelihood model fit. - remove_state_files_at_end: true # Whether to remove the savestate of the seach (e.g. the Emcee hdf5 file) at the end to save hard-disk space (results are still stored as PyAutoFit pickles and loadable). -Drawer: - search: - total_draws: 50 - initialize: # The method used to generate where walkers are initialized in parameter space {prior | ball}. - method: ball # priors: samples are initialized by randomly drawing from each parameter's prior. ball: samples are initialized by randomly drawing unit values from a narrow uniform distribution. - ball_lower_limit: 0.49 # The lower limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - ball_upper_limit: 0.51 # The upper limit of the uniform distribution unit values are drawn from when initializing walkers using the ball method. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - printing: - silence: false # If True, the default print output of the non-linear search is silcened and not printed by the Python interpreter. - iterations_per_full_update: 500 # Non-linear search iterations between every full update, which outputs all visuals and result fits (e.g. model.result, search.summary), this exits the search and can be slow. - iterations_per_quick_update: 500 # Non-linear search iterations between every quick update, which just displays the maximum likelihood model fit. - remove_state_files_at_end: true # Whether to remove the savestate of the seach (e.g. the Emcee hdf5 file) at the end to save hard-disk space (results are still stored as PyAutoFit pickles and loadable). \ No newline at end of file diff --git a/config/non_linear/nest.yaml b/config/non_linear/nest.yaml deleted file mode 100644 index c113fb30..00000000 --- a/config/non_linear/nest.yaml +++ /dev/null @@ -1,145 +0,0 @@ -# Configuration files that customize the default behaviour of non-linear searches. - -# **PyAutoFit** supports the following nested sampling algorithms: - -# - Dynesty: https://github.com/joshspeagle/dynesty / https://dynesty.readthedocs.io/en/latest/index.html -# - Nautilus https://https://github.com/johannesulf/nautilus / https://nautilus-sampler.readthedocs.io/en/stable/index.html -# - UltraNest: https://github.com/JohannesBuchner/UltraNest / https://johannesbuchner.github.io/UltraNest/readme.html - -# Settings in the [search] and [run] entries are specific to each nested algorithm and should be determined by -# consulting that MCMC method's own readthedocs. - -DynestyStatic: - search: - bootstrap: null - bound: multi - enlarge: null - facc: 0.2 - first_update: null - fmove: 0.9 - max_move: 100 - nlive: 50 - sample: auto - slices: 5 - update_interval: null - walks: 5 - run: - dlogz: null - logl_max: .inf - maxcall: null - maxiter: null - n_effective: null - initialize: # The method used to generate where walkers are initialized in parameter space {prior}. - method: prior # priors: samples are initialized by randomly drawing from each parameter's prior. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - force_x1_cpu: false # Force Dynesty to not use Python multiprocessing Pool, which can fix issues on certain operating systems. - printing: - silence: false # If True, the default print output of the non-linear search is silenced and not printed by the Python interpreter. - -DynestyDynamic: - search: - bootstrap: null - bound: multi - enlarge: null - facc: 0.2 - first_update: null - fmove: 0.9 - max_move: 100 - sample: auto - slices: 5 - update_interval: null - walks: 5 - run: - dlogz_init: 0.01 - logl_max_init: .inf - maxcall: null - maxcall_init: null - maxiter: null - maxiter_init: null - n_effective: .inf - n_effective_init: .inf - nlive_init: 500 - initialize: # The method used to generate where walkers are initialized in parameter space {prior}. - method: prior # priors: samples are initialized by randomly drawing from each parameter's prior. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - force_x1_cpu: false # Force Dynesty to not use Python multiprocessing Pool, which can fix issues on certain operating systems. - printing: - silence: false # If True, the default print output of the non-linear search is silenced and not printed by the Python interpreter. - -Nautilus: - search: - n_live: 200 # Number of so-called live points. New bounds are constructed so that they encompass the live points. - n_update: # The maximum number of additions to the live set before a new bound is created - enlarge_per_dim: 1.1 # Along each dimension, outer ellipsoidal bounds are enlarged by this factor. - n_points_min: # The minimum number of points each ellipsoid should have. Effectively, ellipsoids with less than twice that number will not be split further. - split_threshold: 100 # Threshold used for splitting the multi-ellipsoidal bound used for sampling. - n_networks: 4 # Number of networks used in the estimator. - n_batch: 100 # Number of likelihood evaluations that are performed at each step. If likelihood evaluations are parallelized, should be multiple of the number of parallel processes. - n_like_new_bound: # The maximum number of likelihood calls before a new bounds is created. If None, use 10 times n_live. - vectorized: false # If True, the likelihood function can receive multiple input sets at once. - seed: # Seed for random number generation used for reproducible results accross different runs. - run: - f_live: 0.01 # Maximum fraction of the evidence contained in the live set before building the initial shells terminates. - n_shell: 1 # Minimum number of points in each shell. The algorithm will sample from the shells until this is reached. Default is 1. - n_eff: 500 # Minimum effective sample size. The algorithm will sample from the shells until this is reached. Default is 10000. - n_like_max: .inf # Maximum number of likelihood evaluations. Regardless of progress, the sampler will stop if this value is reached. Default is infinity. - discard_exploration: false # Whether to discard points drawn in the exploration phase. This is required for a fully unbiased posterior and evidence estimate. - verbose: true # Whether to print information about the run. - initialize: # The method used to generate where walkers are initialized in parameter space {prior}. - method: prior # priors: samples are initialized by randomly drawing from each parameter's prior. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - force_x1_cpu: false # Force Dynesty to not use Python multiprocessing Pool, which can fix issues on certain operating systems. - printing: - silence: false # If True, the default print output of the non-linear search is silenced and not printed by the Python interpreter. - -UltraNest: - search: - draw_multiple: true - ndraw_max: 65536 - ndraw_min: 128 - num_bootstraps: 30 - num_test_samples: 2 - resume: true - run_num: null - storage_backend: hdf5 - vectorized: false - warmstart_max_tau: -1.0 - run: - cluster_num_live_points: 40 - dkl: 0.5 - dlogz: 0.5 - frac_remain: 0.01 - insertion_test_window: 10 - insertion_test_zscore_threshold: 2 - lepsilon: 0.001 - log_interval: null - max_iters: null - max_ncalls: null - max_num_improvement_loops: -1.0 - min_ess: 400 - min_num_live_points: 400 - show_status: true - update_interval_ncall: null - update_interval_volume_fraction: 0.8 - viz_callback: auto - stepsampler: - adaptive_nsteps: false - log: false - max_nsteps: 1000 - nsteps: 25 - region_filter: false - scale: 1.0 - stepsampler_cls: null - initialize: # The method used to generate where walkers are initialized in parameter space {prior}. - method: prior # priors: samples are initialized by randomly drawing from each parameter's prior. - parallel: - number_of_cores: 1 # The number of cores the search is parallelized over by default, using Python multiprocessing. - printing: - silence: false # If True, the default print output of the non-linear search is silenced and not printed by the Python interpreter. - - iterations_per_full_update: 500 # Non-linear search iterations between every full update, which outputs all visuals and result fits (e.g. model.result, search.summary), this exits the search and can be slow. - iterations_per_quick_update: 500 # Non-linear search iterations between every quick update, which just displays the maximum likelihood model fit. - remove_state_files_at_end: true # Whether to remove the savestate of the seach (e.g. the Emcee hdf5 file) at the end to save hard-disk space (results are still stored as PyAutoFit pickles and loadable). \ No newline at end of file diff --git a/dataset/.gitignore b/dataset/.gitignore deleted file mode 100644 index d6b7ef32..00000000 --- a/dataset/.gitignore +++ /dev/null @@ -1,2 +0,0 @@ -* -!.gitignore diff --git a/dataset/example_1d/gaussian_x1/data.json b/dataset/example_1d/gaussian_x1/data.json index 386454bd..52d6c388 100644 --- a/dataset/example_1d/gaussian_x1/data.json +++ b/dataset/example_1d/gaussian_x1/data.json @@ -1 +1 @@ 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a/dataset/example_1d/gaussian_x1__exponential_x1/max_log_likelihood.json +++ b/dataset/example_1d/gaussian_x1__exponential_x1/max_log_likelihood.json @@ -1,3 +1,3 @@ { - "log_likelihood": 177.48500728143796 + "log_likelihood": 166.23640584798966 } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x1__exponential_x1/model_0.json b/dataset/example_1d/gaussian_x1__exponential_x1/model_0.json index e608850b..643b00c5 100644 --- a/dataset/example_1d/gaussian_x1__exponential_x1/model_0.json +++ b/dataset/example_1d/gaussian_x1__exponential_x1/model_0.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 10.0, "centre": 50.0, - "normalization": 25.0, - "sigma": 10.0 + "normalization": 25.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x1__exponential_x1/model_1.json b/dataset/example_1d/gaussian_x1__exponential_x1/model_1.json index bb77e6a8..141c8e03 100644 --- a/dataset/example_1d/gaussian_x1__exponential_x1/model_1.json +++ b/dataset/example_1d/gaussian_x1__exponential_x1/model_1.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Exponential", "arguments": { + "rate": 0.05, "centre": 50.0, - "normalization": 40.0, - "rate": 0.05 + "normalization": 40.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x1_convolved/data.json b/dataset/example_1d/gaussian_x1_convolved/data.json index 6f8c7b15..183bb824 100644 --- a/dataset/example_1d/gaussian_x1_convolved/data.json +++ b/dataset/example_1d/gaussian_x1_convolved/data.json @@ -1 +1 @@ -[0.03475075703124138, 0.0597776836228365, -0.0009594740351889157, 0.019481594183299897, 0.0627741763955863, 0.028782073965404123, -0.04878517315249458, 0.05954683006941188, 0.08625529823301693, -0.03538539043530023, -0.06924955745224852, -0.012492037557104978, -0.05702805150548129, 0.03963675197432516, 0.011823589474559146, 0.007506790747404016, 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"class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 3.0, "centre": 50.0, - "normalization": 25.0, - "sigma": 3.0 + "normalization": 25.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x1_identical_0/data.json b/dataset/example_1d/gaussian_x1_identical_0/data.json index e6aa5b34..2775c791 100644 --- a/dataset/example_1d/gaussian_x1_identical_0/data.json +++ b/dataset/example_1d/gaussian_x1_identical_0/data.json @@ -1 +1 @@ -[0.035494870128508965, 0.03492497729898516, -0.03104665415270923, 0.0038707771113436627, 0.11958135050706191, -0.08188310361489606, -0.0033431146770403295, 0.024826796464738905, 0.09869826146626139, -0.032774605644197354, 0.004423038140180086, -0.03954780504633752, 0.03560959262826006, -0.021556714533383176, 0.08526412426324632, -0.05877403348809991, -0.0018707512836559012, -0.044122197598374456, -0.009300406501930102, 0.020916173618014476, 0.015946206299912436, 0.026692398467504944, -0.023361290774498056, 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b/dataset/example_1d/gaussian_x1_variable/sigma_1/data.json @@ -1 +1 @@ -[0.025802385895731972, 0.04840524443113733, 0.09343702601384754, 0.045981953401907485, 0.04982789351724995, 0.05196427417895039, 0.03283167348724716, 0.0891678009751432, 0.10764700622469127, 0.10515345389144795, 0.1463156019454969, 0.14628736284146707, 0.16729469901166039, 0.1965334540547599, 0.18574263672367375, 0.27847201099457186, 0.3444611181335442, 0.2449092426162472, 0.27602136032432784, 0.32987510640446627, 0.26372406447304053, 0.4686473148460063, 0.31816319212743577, 0.3736371461383683, 0.3934962560805848, 0.4960397993176988, 0.4502570620853228, 0.4757186006796373, 0.4867435987845325, 0.6114249838257942, 0.5149183714504313, 0.6440468466527969, 0.6759675052195838, 0.7301539809670553, 0.6877181013225353, 0.7676260774869383, 0.7953551511094856, 0.7616677762968538, 0.7954220859755659, 0.7801768249338574, 0.8484475747298342, 0.9263024183959977, 0.9583364521504724, 0.9255172917824408, 0.9419467086748698, 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a/dataset/example_1d/gaussian_x2_split/max_log_likelihood.json +++ b/dataset/example_1d/gaussian_x2_split/max_log_likelihood.json @@ -1,3 +1,3 @@ { - "log_likelihood": 179.30070656665868 + "log_likelihood": 193.21442074359857 } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x2_split/model_0.json b/dataset/example_1d/gaussian_x2_split/model_0.json index 5765d05b..6749c289 100644 --- a/dataset/example_1d/gaussian_x2_split/model_0.json +++ b/dataset/example_1d/gaussian_x2_split/model_0.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 12.5, "centre": 25.0, - "normalization": 50.0, - "sigma": 12.5 + "normalization": 50.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x2_split/model_1.json b/dataset/example_1d/gaussian_x2_split/model_1.json index e6f4d505..8c1a8281 100644 --- a/dataset/example_1d/gaussian_x2_split/model_1.json +++ b/dataset/example_1d/gaussian_x2_split/model_1.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 12.5, "centre": 75.0, - "normalization": 50.0, - "sigma": 12.5 + "normalization": 50.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x3/data.json b/dataset/example_1d/gaussian_x3/data.json index 7e2066a1..c6d10eba 100644 --- a/dataset/example_1d/gaussian_x3/data.json +++ b/dataset/example_1d/gaussian_x3/data.json @@ -1 +1 @@ -[0.008272631524964599, 0.018098287263209126, 0.0022552703940882223, -0.01263049594537083, -0.010438720476828667, 0.0165408508776962, -0.027913177442482683, 0.007102114390872443, 0.011744616926230432, 0.006750313239519462, 0.04798110931851585, -0.004453264299231908, 0.018514652942898502, -0.05999148820433705, 0.03486965050549621, -0.03233485248938313, 0.005471765109382, -0.05079705705405258, -0.017112840905990925, -0.02365918406785286, -0.009757059120723655, 0.03845920361548741, 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a/dataset/example_1d/gaussian_x3/model_0.json +++ b/dataset/example_1d/gaussian_x3/model_0.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 1.0, "centre": 50.0, - "normalization": 20.0, - "sigma": 1.0 + "normalization": 20.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x3/model_1.json b/dataset/example_1d/gaussian_x3/model_1.json index e6ef6cea..7aeec10b 100644 --- a/dataset/example_1d/gaussian_x3/model_1.json +++ b/dataset/example_1d/gaussian_x3/model_1.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 5.0, "centre": 50.0, - "normalization": 40.0, - "sigma": 5.0 + "normalization": 40.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x3/model_2.json b/dataset/example_1d/gaussian_x3/model_2.json index 0035610f..4422fe22 100644 --- a/dataset/example_1d/gaussian_x3/model_2.json +++ b/dataset/example_1d/gaussian_x3/model_2.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 10.0, "centre": 50.0, - "normalization": 60.0, - "sigma": 10.0 + "normalization": 60.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x5/data.json b/dataset/example_1d/gaussian_x5/data.json index e85be1b4..287b63d2 100644 --- a/dataset/example_1d/gaussian_x5/data.json +++ b/dataset/example_1d/gaussian_x5/data.json @@ -1 +1 @@ -[0.07713568130255428, 0.08709603291090812, 0.15049208274270442, 0.16988183462789308, 0.106173992600397, 0.17542790722871668, 0.23158412714006377, 0.3310938945586806, 0.3482240179530948, 0.2241645606940056, 0.29989611011448075, 0.3586923893396994, 0.4029463515430942, 0.5002016752535203, 0.5378314486575464, 0.5256820450897318, 0.6545741483277606, 0.7328932948495066, 0.8114404121979137, 0.9028414236277268, 0.9971656049179645, 1.0735261625980839, 1.1465823201790775, 1.3086334066112266, 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newline at end of file diff --git a/dataset/example_1d/gaussian_x2/model_0.json b/dataset/example_1d/gaussian_x2/model_0.json index 620e5a19..fe008426 100644 --- a/dataset/example_1d/gaussian_x2/model_0.json +++ b/dataset/example_1d/gaussian_x2/model_0.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 1.0, "centre": 50.0, - "normalization": 20.0, - "sigma": 1.0 + "normalization": 20.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x2/model_1.json b/dataset/example_1d/gaussian_x2/model_1.json index e6ef6cea..7aeec10b 100644 --- a/dataset/example_1d/gaussian_x2/model_1.json +++ b/dataset/example_1d/gaussian_x2/model_1.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 5.0, "centre": 50.0, - "normalization": 40.0, - "sigma": 5.0 + "normalization": 40.0 } } \ No newline at end of file diff --git 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50.0, - "normalization": 25.0, - "sigma": 10.0 + "normalization": 25.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x2__exponential_x1/model_1.json b/dataset/example_1d/gaussian_x2__exponential_x1/model_1.json index 9e109cf4..73215d1f 100644 --- a/dataset/example_1d/gaussian_x2__exponential_x1/model_1.json +++ b/dataset/example_1d/gaussian_x2__exponential_x1/model_1.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 5.0, "centre": 20.0, - "normalization": 30.0, - "sigma": 5.0 + "normalization": 30.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x2__exponential_x1/model_2.json b/dataset/example_1d/gaussian_x2__exponential_x1/model_2.json index f433e9b7..90db508b 100644 --- a/dataset/example_1d/gaussian_x2__exponential_x1/model_2.json +++ b/dataset/example_1d/gaussian_x2__exponential_x1/model_2.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Exponential", "arguments": { + "rate": 0.005, "centre": 70.0, - "normalization": 40.0, - "rate": 0.005 + "normalization": 40.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x2_split/data.json b/dataset/example_1d/gaussian_x2_split/data.json index f8c30147..1a7d4a77 100644 --- a/dataset/example_1d/gaussian_x2_split/data.json +++ b/dataset/example_1d/gaussian_x2_split/data.json @@ -1 +1 @@ -[0.23474096091743216, 0.3184065567361033, 0.287767625513894, 0.3324647908276505, 0.36173953022252553, 0.46065210247071336, 0.5201854192588766, 0.5900895808317916, 0.689907401537761, 0.7527646640617589, 0.786149964169985, 0.8831009045831971, 0.9614288993127809, 0.8776543052567161, 1.1126393576058538, 1.1301150396342807, 1.2261080435262792, 1.3155473710813093, 1.380590715251706, 1.4222407716391585, 1.4659118305959247, 1.4765580320073248, 1.581095004111149, 1.5271627996462107, 1.5666513110345714, 1.6166577947810068, 1.5537352035464553, 1.5670910414763999, 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b/dataset/example_1d/gaussian_x1_identical_1/model.json @@ -2,8 +2,8 @@ "type": "instance", "class_path": "autofit.example.model.Gaussian", "arguments": { + "sigma": 10.0, "centre": 50.0, - "normalization": 25.0, - "sigma": 10.0 + "normalization": 25.0 } } \ No newline at end of file diff --git a/dataset/example_1d/gaussian_x1_identical_2/data.json b/dataset/example_1d/gaussian_x1_identical_2/data.json index 9e93f6f9..6fbcc1dd 100644 --- a/dataset/example_1d/gaussian_x1_identical_2/data.json +++ b/dataset/example_1d/gaussian_x1_identical_2/data.json @@ -1 +1 @@ -[0.015086407231653566, 0.06377647402183334, 0.05039784258185978, 0.08920590099021307, -0.002741338276529994, 0.057751205165065274, -0.01010271192930397, -0.015600477149623256, -0.027118536637763348, -0.046264291853459635, 0.03045980881130878, 0.029202055698792532, -0.02236309457966035, 0.042942817611358555, 0.036596938784296186, -0.007627933154207156, -0.02109538709806797, -0.027293841753266795, 0.009805297963878641, 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