AusClimateService / AusClimateService/unseen

Upgrade bootstrap module

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Dominant language
Python
Stars
3
Forks
4
PR merge metrics
No merged PRs in 30d

Description

Replace `bootstrap.n_random_resamples` with [`verify.iterative_blocked_bootstrap`](https://github.com/dougiesquire/Squire_2022_CAFE-f6/blob/main/src/verify.py). The new code is completely lazy, substantially faster and does "nested" bootstrapping, which `n_random_resamples` doesn't.

Contributor guide

Open the contributing guide

Research direction

Inspect the repository’s uses of `bootstrap.n_random_resamples`, then compare them with `iterative_blocked_bootstrap` in the linked `src/verify.py`. Replace the old bootstrap path while preserving the surrounding behavior, and verify that the resulting analysis uses the lazy, nested bootstrap implementation described in the issue.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data
Issue type
Refactor
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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