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Dev #81
Commits on Jul 11, 2024
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Commits on Jul 12, 2024
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feat: allow already separated train/test sets for gravity data in run…
…_inversion_workflow
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Commits on Jul 18, 2024
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refactor: update
regional_constraints
func.BREAKING CHANGE: parameter `constraint_block_size` changed to `constraints_block_size`. Instead of supplying a lists of damping values to `dampings` for the `verde` method, now provide a single value with parameter `spline_damping`. For `eq_sources` method, instead of providing limits and trial numbers, just provide single parameter values with parameters `source_depth`, and `eq_damping`, `block_size`.
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feat: add delta L2 norms to convergence plots.
BREAKING CHANGE: `plot_convergence` now takes parameter `params` (output dict from run_inversion) and doesn't plot iteration times. `plot_dynamic_convergence` now takes parameters `l2_norms` and `delta_l2_norms` instead of `results`.
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refactor: deprecate
cross_validation.zref_density_optimal_parameter
…… in favor of new Optuna-based function `optimization.optimize_inversion_zref_density_contrast`. BREAKING CHANGE: please switch to the new function
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refactor: deprecate
cross_validation.grav_optimal_parameter
in favo……r of new Optuna-based function `optimization.optimize_inversion_damping`. BREAKING CHANGE: please switch to the new function
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feat: add functions for optuna logback to warn about best parameter v…
…alues being at limits.
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Commits on Jul 22, 2024
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Commits on Jul 23, 2024
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refactor: use standardized column names instead of setting with varia…
…bles. BREAKING CHANGE: To simplify the code, all instances of passing the column name for the various data type have been replace with preset names. Please update your code to use column names: `gravity_anomaly` instead of parameter grav_data_column`, `reg` instead and parameter `regional_column`.
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refactor: internally calculate misfit and residual in regional estima…
…tion functions and use standardized names. BREAKING CHANGE: The function `regional_dc_shift` has been removed, please use function `regional_constant` instead. Inputs to all regional functions have changed use to standardized column names. All functions will now automatically calculate the misfit and and residual, as well as the regional.
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feat: new function
random_split_test_train
to randomly split data f……or cross validations.
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refactor: remove default value for
damping_cv_trials
and `zref_dens……ity_cv_trials` in `run_inversion_workflow`
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fix: log warning if using constraints points for finding constant reg…
…ional value within a zref/density CV.
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Commits on Jul 26, 2024
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fix: remove
data_column
fromrandom_split_test_train
and keep all…… non-coord columns in dataframe.
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fix: allow no starting_prisms in
run_inversion_workflow
if doing a ……density/zref CV
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fix: add warning if no supplied constraints in run_inversion_workflow…
… if doing density/zref CV
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feat: all passing kfolds of constraints to `optimize_inversion_zref_d…
…ensity_constrast`
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fix: remove warning about using constraints for finding constant regi…
…onal value in CV as it doesn't seem to affect it.
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feat: new function
optimize_inversion_zref_density_contrast_kfolds
……for use constraints within the CV via an inner kfolds-CV
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feat: add function
regional_constraints_cv
to automatically perform…… a K-Folds cv for finding optimal parameter values for constraint point minimization
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fix: add regional scores to trial user attrs in regional hyperparamet…
…er optimizations
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Commits on Jul 27, 2024
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refactor: overhaul
run_inversion_workflow
function to emit warnings…… at beginning, and enable kfolds CV for using constraints in regional separation with density/zref CV, and use better file names. BREAKING CHANGE: removed `starting_prisms_kwargs`, put `density_contrast` and `zef` into standard kwargs now. All `regional_grav_kwargs` are now directly passed to the relavent functions, same for `starting_topography_kwargs`.
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build: remove unused optuna parallel functions and dependencies: jobl…
…ib, psutil, and tqdm_joblib
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fix: add warning in run_inversion_workflow for using constraints with…
… zref/density CV
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refactor:
cross_validation.eq_sources_score
now passes all kwargs d……irectly to hm.EquivalentSources class
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refactor: change all equivalent source parameter variable names.
BREAKING CHANGE: please update all variables names as follows: `eq_damping`-> `damping`, `source_depth`->`depth`, `eq_damping_limits`->`damping_limits, `source_depth_limits`->`depth_limits`
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refactor: update
utils.best_spline_cv
to pass all kwargs directly t……o verde.SplineCV. BREAKING CHANGE: update parameter `spline_damping` to `spline_dampings` in function `regional.regional_constraints` and all functions which feed into it (i.e. `regional.regional_separation`)
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refactor: change equivalent source param names
BREAKING CHANGE: update parameter `eq_cv`->`cv` in `regional_eq_sources` and `regional_constraints`, and use parameter `cv_kwargs` to pass args to `optimize_eq_source_params`
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refactor: clean up
regional_constraints
and change default grid_met……hod to "eq_sources"
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Commits on Jul 28, 2024
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fix: make
dampings
required forcreate_topography
and `starting_t……opography_kwargs`
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Commits on Jul 30, 2024
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Commits on Aug 1, 2024
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refactor: redo regional separation with optimal parameters instead of…
… storing results as attributes
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Commits on Aug 2, 2024
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