Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○Scientific vocabulary similarity
Low similarity (5.1%) to scientific vocabulary
Repository
Construction of oracle and near-oracle subgroups
Basic Info
- Host: GitHub
- Owner: nickwkoning
- License: mit
- Language: R
- Default Branch: main
- Size: 49.8 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
NOS
This package contains an implementation of the greedy algorithm described in Koning & Hemerik (2022) to construct near-oracle subgroups of the sign-flipping group. Its key feature is the function construct_near_oracle_subgroup, which asks a user to specify the number of signs (n), the maximum order of the subgroup (max_order), a function that measures the quality of a subgroup (leak_fun), the number of candidate subgroups considered in each step of the search (num_candidates), and the option for a group to use as seed value (group).
Besides this, the package offers a more efficient implementation to find a range of subgroups with n signs in the function construct_near_oracle_subgroup_path, which additionally makes use of batching to reduce memory usage.
Another function of potential interest is construct_oracle_subgroup, which constructs an oracle subgroup of n signs with the largest order of at most max_order.
Example
We can construct an oracle subgroup of 128 signs of order 128 as follows.
{r}
oracle_subgroup = construct_oracle_subgroup(128, 128)
Owner
- Name: Nick
- Login: nickwkoning
- Kind: user
- Repositories: 1
- Profile: https://github.com/nickwkoning
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: Koning
given-names: N.W.
title: "Near Oracle Subgroups"
version: 0.1
date-released: 2022-01-25
url: "https://github.com/nickwkoning/NOS"
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