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krfricke
06af62ba91
* Added basic functionality and tests * Feature parity with old tune search space config * Convert Optuna search spaces * Introduced quantized values * Updated Optuna resolving * Added HyperOpt search space conversion * Convert search spaces to AxSearch * Convert search spaces to BayesOpt * Added basic functionality and tests * Feature parity with old tune search space config * Convert Optuna search spaces * Introduced quantized values * Updated Optuna resolving * Added HyperOpt search space conversion * Convert search spaces to AxSearch * Convert search spaces to BayesOpt * Re-factored samplers into domain classes * Re-added base classes * Re-factored into list comprehensions * Added `from_config` classmethod for config conversion * Applied suggestions from code review * Removed truncated normal distribution * Set search properties in tune.run * Added test for tune.run search properties * Move sampler initializers to base classes * Add tune API sampling test, fixed includes, fixed resampling bug * Add to API docs * Fix docs * Update metric and mode only when set. Set default metric and mode to experiment analysis object. * Fix experiment analysis tests * Raise error when delimiter is used in the config keys * Added randint/qrandint to API docs, added additional check in tune.run * Fix tests * Fix linting error * Applied suggestions from code review. Re-aded tune.function for the time being * Fix sampling tests * Fix experiment analysis tests * Fix tests and linting error * Removed unnecessary default_config attribute from OptunaSearch * Revert to set AxSearch default metric * fix-min-max * fix * nits * Added function check, enhanced loguniform error message * fix-print * fix * fix * Raise if unresolved values are in config and search space is already set Co-authored-by: Richard Liaw <rliaw@berkeley.edu>