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Development#66

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dscolby merged 26 commits intomaindscolby/CausalELM.jl:mainfrom developmentdscolby/CausalELM.jl:developmentCopy head branch name to clipboardJul 5, 2024

+1,060-1,761

Commits

Commits on Jun 22, 2024

• Replaced cross validation with log heuristic to select number of neurons

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• Merge pull request #63 from dscolby/hotfix-v0.6.1

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• Updated release notes

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• Merge pull request #64 from dscolby/hotfix-v0.6.1

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Commits on Jun 23, 2024

• Made inference optional

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Commits on Jun 26, 2024

• Checking if issue is local

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Commits on Jun 28, 2024

• Implemented ELM ensembles with bagging

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Commits on Jun 30, 2024

• Fixed double machine learning estimation

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• Added multithreading for generating null distributions

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• Removed redundant W argument

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Commits on Jul 1, 2024

• Changed default number of features for estimators

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• Moved generate_folds to utilities.jl

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• Fixed R-learning

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• Implemented probabilistic predictions for binary outcomes

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Commits on Jul 2, 2024

• Made better keys for dictionary returned by counterfactual_consistency

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• Fixed R-learning again

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• Shuffled data in DML, DRE, and RLearner constructors

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Commits on Jul 3, 2024

• Made swish the default activation function

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Commits on Jul 4, 2024

• Changed the default number of machines to 50

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• Changed how noise is calculated to test counterfactual consistency

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• Added parallel execution to calculate null distributions

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Commits on Jul 5, 2024

• Added multithreading in counterfactual_consistency

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• Cleaned up docs

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• Fixed documentation

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• Updated version

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• Tested persistent tasks

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