Welcome to the Brain Predictability toolbox (BPt) user documentation!¶
The following documentation includes information about the usage of this toolbox.
User Guide
Change Logs
Modeling Params
BPt Class Docs
- Init Phase
- Loading Phase
- Set_Default_Load_Params
- Load_Name_Map
- Load_Exclusions
- Load_Inclusions
- Load_Data
- Load_Data_Files
- Drop_Data_Cols
- Filter_Data_Cols
- Proc_Data_Unique_Cols
- Drop_Data_Duplicates
- Show_Data_Dist
- Load_Targets
- Binarize_Target
- Show_Targets_Dist
- Load_Covars
- Show_Covars_Dist
- Load_Strat
- Show_Strat_Dist
- Get_Overlapping_Subjects
- Clear_Name_Map
- Clear_Exclusions
- Clear_Data
- Clear_Targets
- Clear_Covars
- Clear_Strat
- Get_Nan_Subjects
- Validation Phase
- Modeling Phase
- Testing Phase
- Extras
Avaliable Modeling Options
Search Types
- Random Search
- One Shot Optimization
- ‘HaltonSearch’
- ‘HaltonSearchPlusMiddlePoint’
- ‘ScrHaltonSearch’
- ‘ScrHaltonSearchPlusMiddlePoint’
- ‘HammersleySearch’
- ‘HammersleySearchPlusMiddlePoint’
- ‘ScrHammersleySearchPlusMiddlePoint’
- ‘ScrHammersleySearch’
- ‘OScrHammersleySearch’
- ‘QOScrHammersleySearch’
- ‘CauchyScrHammersleySearch’
- ‘LHSSearch’
- ‘CauchyLHSSearch’
- ‘MetaRecentering’
- ‘MetaTuneRecentering’
- HAvgMetaRecentering
- AvgMetaRecenteringNoHull
- One Plus One
- ‘OnePlusOne’
- ‘NoisyOnePlusOne’
- ‘OptimisticNoisyOnePlusOne’
- ‘DiscreteOnePlusOne’
- ‘DiscreteLenglerOnePlusOne’
- ‘AdaptiveDiscreteOnePlusOne’
- ‘AnisotropicAdaptiveDiscreteOnePlusOne’
- ‘DiscreteBSOOnePlusOne’
- ‘DiscreteDoerrOnePlusOne’
- ‘CauchyOnePlusOne’
- ‘OptimisticDiscreteOnePlusOne’
- ‘NoisyDiscreteOnePlusOne’
- ‘DoubleFastGADiscreteOnePlusOne’
- ‘FastGADiscreteOnePlusOne’
- ‘RecombiningPortfolioOptimisticNoisyDiscreteOnePlusOne’
- CMA
- Evolution Strategies
- Differential Evolution
- Algorithm Selection
- Competence Maps
- Misc.
- Experimental Variants
Feature Importances
Extension Classes