From 3e325fd736ab27976295e387cf0788691c094e6c Mon Sep 17 00:00:00 2001 From: gaustin15 <35272713+gaustin15@users.noreply.github.com> Date: Sat, 22 Mar 2025 00:17:07 -0400 Subject: [PATCH 1/2] adding pypi installation --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 647bbda..0c239d7 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ All classes from this package provide train/test indices to split data in train/ **Installation** ------------------- ```bash -pip install git+https://github.com/korem-lab/RebalancedCV.git +pip install RebalancedCV ``` The dependencies for RebalancedCV are python, numpy, and scikit-learn. Is has been developped and tested using python 3.6 - 3.12. Only standard hardware is required for RebalancedCV. The typical install time for RebalancedCV is less that 15 seconds. From 4fc435e301a0288f56e702779a9345b01aeb7595 Mon Sep 17 00:00:00 2001 From: gaustin15 <35272713+gaustin15@users.noreply.github.com> Date: Sat, 22 Mar 2025 00:27:29 -0400 Subject: [PATCH 2/2] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0c239d7..3f97b67 100644 --- a/README.md +++ b/README.md @@ -10,6 +10,7 @@ This is a python package designed to facilitate correcting for distributional bi All classes from this package provide train/test indices to split data in train/test sets while rebalancing the training set to account for distributional bias. This package is designed to enable automated rebalancing for the cross-valition implementations in formats similar to scikit-learn's `LeaveOneOut`, `StratifiedKFold`, and `LeavePOut`, through the `RebalancedCV` classes `RebalancedLeaveOneOut`, `RebalancedLeaveOneOutRegression`, `RebalancedKFold`, and `RebalancedLeavePOut`. These Rebalanced classes are designed to work in the exact same code structure and implementation use cases as their scikit-learn equivalents, with the only difference being a subsampling within the provided training indices. +For any support for using RebalancedCV, please use our issues page or email: gia2105@columbia.edu. **Installation** -------------------