New search space def #131
Merged
New search space def #131
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
…eline mutation function
…ferent node types return false
…ions in get_search_space now get flattened to have equal probability.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
added a function to convert tpot1 configuration dictionaries into tpot2 search spaces.
added an EstimatorTransfomer (similar to tpot1 stacking classifier) that allows for things like passthrough, cross_val predict. Coverts the classifiers/regressors into transformers and allows the user to select which function it will use for the transformation.
some edits/bug fixes to union and wrapper pipelines
modified the baseindividual to have a fixed crossover function that automatically checks if two individuals are compatible. this prevents a crash when two different node types try to crossover with each other. now the crossover functions are defined in _crossover()
some graph crossover functions where previously not included in the list to be selected from. I added a couple of those back in.
fixed some bugs/crashes with some unique_ids. create a new class that holds tuples of components for the list-based individuals.
added in the wrapped selection functions to the default classifier and default regressor search spaces.