Feat/update interface - #83

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kirilklein merged 9 commits into

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feat/update_interface

Sep 13, 2025

Commits on Sep 6, 2025

Commits on Sep 13, 2025

Refactor TMLE estimators to implement percentile-based clipping for inverse-propensity weights. Updated functions to replace the stabilized flag with a clip_percentile parameter, enhancing weight c…
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Refactor TMLE ATT estimator to correct update term calculations for potential outcomes. Reintroduced separate update terms for treatment and control groups, ensuring proper handling of weights and …
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Remove deprecated tests for stabilized TMLE ATE and ATT estimators. This cleanup eliminates redundant test cases that are no longer applicable following recent refactors and enhancements to the TML…
kirilklein
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Refactor IPW and TMLE estimators to remove the stabilized weights parameter and replace it with clip_percentile
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Add tests for TMLE clipping functionality
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Remove unused warnings import from IPW estimator module to clean up the codebase.
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Add eps parameter for numerical stability in IPW and TMLE
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