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0.3.5 #345
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0.3.5 #345
Commits on Jun 18, 2024
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Commits on Jun 26, 2024
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- attach_xy: Retaining all columns - generate_cv_index: Retaining all columns
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Commits on Jun 27, 2024
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- following amadeus changes (process_blackmarble) - New GPU-enabled R torch library binding
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- path setting is changed to if-else - pipeline error failing mode to "abridge"
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- removing irrelevant arguments passed to terra::rast
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Commits on Jul 1, 2024
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Commits on Jul 2, 2024
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- Internal functions are not exported - attach_xy logic fix: join to the "grand" data rather than the leaned one - fit_base_brulee and fit_base_xgb: added device to manually distribute GPU workload
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Commits on Jul 3, 2024
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- shared interface for branching cv set generation
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Commits on Jul 7, 2024
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- Pipeline base learner: 3 CV strategies and hyperparameter tuning targets were added - fit_base_* function get `return_best` and `tune_bayes_iter` for `workflow` compatibility - prepare_cvindex assigns fold ids using function names when spatialsample functions are used - restore_rset_full: as speed-up and disk saving measures - rset objects are generated based on essential coordinates only; this function restores full data for subsequent steps - TODO: size issues persist in hyperparamter tuning and identifying the best model as the entire workflow should be saved. rsample always saves training/test data. - TODO: duplicates in features; identify where the duplicates come
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Commits on Jul 8, 2024
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- Data size reduction for memory / storage management: added trim_resamples argument in fit_base_* - make_subdata: bootstrapping (currently 30%) - restore_fit_best: restore full data with CV rsample rset objects, extract the best tuned results, then fit the data - Dealing with nested list in tibbles from tidymodels workflow/hyperparameter tuning - TODO/Q: Do we save fitted model object or just keep predictions?
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- set_args_download and feature_raw_download are written - targets_download.R is revised to reflect the structure of the two functions
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Commits on Jul 9, 2024
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- Base learner: lightgbm - Added dependencies: bonsai, lightgbm - Explicit definition of hyperparameter search controls for each
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Commits on Jul 15, 2024
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set_args_download update + write permission test
- LICENSE file gets 554
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- set_args_download update - _targets.R update to generate arglist_download
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- README.md update - setup_hook.sh is capable of immediately activating permission change
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Commits on Jul 16, 2024
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- targets_download.R: duplicate target names - Roxygen2 documentation typo fix in fit_base_lightgbm
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