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synthesize() for saving incomplete syntheses.postsynth to inherit from presynth for retaining incomplete
synthesis specifications.postsynth_to_roadmap() and postsynth_to_synth_spec() for restarting
incomplete syntheses. noise() (#6) and fix obs_per_ntile in noise() (#3).synth_spec() for when exactly one type of noise mechanism is specified (#2).synthesize() (#4) and constraints (#10).add_sequence_factor() and resolve minor bugs (#15, #16).constraints() support for generic conditions and categorical constraints.noise() to accept generic functions and parameters.add_noise_*() functions for use with new generic noise(). synthesize() internals for more modular development and validation.replicates() logic for replicating start methods and conditional syntheses independently. tidymodels inspired API.visit_sequence API for mixed-type data-dependent sequencing.start_method for randomized start_data transformations.tuners and user-specified hyperparameter tuning. constraints() to work with NA values.furrr and stratified synthesis.col_schema in visit_sequence not following the sort order of the visit_sequence.NA.extract_*() functions.schema() object and reverse the order of schema() and visit_sequence() in a typical synthesis. ldiversity calculations for tree-based models.library(recipes). construct_recipes() to handle much larger data sets. The . notation in the formula caused a C Stack error for with large visit sequences. library(ranger).sample_rpart() for categorical synthesis.library(furrr). The package now uses library(progressr) for tracking progress.presynth() for noise, constraints, and replicates so noise(), constraints(), and replicates() don't always need to be called.roadmap() for ordinal variables. "identity" method use the same structure as models from library(parsnip).multiple = "all" to minimize R warnings. library(tidysynthesis)!assign_constraints() and synthesize_j() to improve performance by as much as 10x. ldiversity tibble.noise, constraints, and replicates in presynth(). Any scripts or data that you put into this service are public.
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