-
Notifications
You must be signed in to change notification settings - Fork 4
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
WIP: add ability to work with mixed trees #2
Open
systemallica
wants to merge
104
commits into
eliavw:master
Choose a base branch
from
systemallica:master
base: master
Could not load branches
Branch not found: {{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline,
and old review comments may become outdated.
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
systemallica
commented
Jul 22, 2020
•
edited
Loading
edited
- Added morfist as a mixed tree learning algorithm, capable of predicting nominal and numerical variables using a single model. Based on RandomForests.
- New parameter added to Mercs: ‘mixed_algorithm'.
- New configuration object: ‘mixed_config'.
- New global config object: ‘mixed'.
- Updated selection algorithm so that it selects mixed input/outputs if morfist is selected as learning algorithm.
- Updated the induction algorithm to add mixed models.
- Updated CanonicalModel.py to handle mixed models.
- Update the inference algorithm to correctly retrieve nominal values in mixed trees.
- General code improvements and cleanup.
- Removed unused code and files.
- Improved documentation.
- Added some unit tests for mixed trees.
- Added 'decision-tree-morfist' as project dependency.
- Added poetry as dependency manager.
- New CI strategy(using GitHub Actions).
- Simplified deployment using Poetry.
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.