Home › Code › powerset

powerset

Syntologyentry name in harvested coderead from the graph 2026-09-24

powerset appears in the code Syntology harvested for 23 papers, as 23 distinct code bodies found in 26 places (a place is one code body under one paper). At least one of them ran in 16 of the papers; 1 of the code bodies carries a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named powerset do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 16 of the 23 distinct code bodies named powerset; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
8ran · our draft was wrong
1ran · fixture could not drive it
7ran
7unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 12 of the 26 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

23 papers shown of 23, newest first; 26 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology; 1 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Tight Auditing of Differential Privacy in MST and AIM added by Syntology 2026-04 (from id) sassoftware/dpmm/src/dpmm/models/aim.py 611f287567bbaa87 unverified Apache-2.0 (permissive)
The Coverage Principle: A Framework for Understanding Compositional Generalization 26 May 2025 kaistai/coverage-principle/determine_coverage.py f57f77a1a37531dc ran · our draft was wrong fingerprinted MIT (permissive)
QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks? 28 Mar 2025 google-deepmind/questbench/Planning/backtrace_utils.py e661cb08acaf5994 unverified Apache-2.0 (permissive)
SPEX: Scaling Feature Interaction Explanations for LLMs 19 Feb 2025 basics-lab/spectral-explain/src/spectralexplain/utils.py b1f0be90b2b91abd unverified MIT (permissive)
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks 28 Jan 2025 FFmgll/GraphSHAP-IQ/shapiq/exact.py f21e14f8bd8bb9c3 ran · fixture could not drive it no licence file found · pointer only
Interpretable Generalized Additive Models for Datasets with Missing Values 3 Dec 2024 jdonnelly36/M-GAM/visualization_utils.py 70a2f7a8dd235c5f unverified licence not identified · pointer only
What should a neuron aim for? Designing local objective functions based on information theory 3 Dec 2024 priesemann-group/infomorphic_networks/im_net/im_model.py 2964b884853dfa1a ran · our draft was wrong BSD-3-Clause (permissive)
A Complete Decomposition of KL Error using Refined Information and Mode Interaction Selection 15 Oct 2024 EnouenJ/mode-attributing-hierarchy/models.py fb9020626aee2101 ran no licence file found · pointer only
A Complete Decomposition of KL Error using Refined Information and Mode Interaction Selection 15 Oct 2024 EnouenJ/mode-attributing-hierarchy/utils/utils.py 70a2f7a8dd235c5f unverified no licence file found · pointer only
Efficient and Private Marginal Reconstruction with Local Non-Negativity 1 Oct 2024 bcmullins/efficient-marginal-reconstruction/src/rem/reconstruction.py 3058e1adeee40c17 ran · our draft was wrong no licence file found · pointer only
Inferring stochastic low-rank recurrent neural networks from neural data 24 Jun 2024 mackelab/smc_rnns/fixed_points/constrained_scify.py 07159a7ad120cadd ran Apache-2.0 (permissive)
Inferring stochastic low-rank recurrent neural networks from neural data 24 Jun 2024 mackelab/smc_rnns/fixed_points/find_fixed_points_analytic.py 5803a5532384606b ran Apache-2.0 (permissive)
Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions 7 Jun 2024 JTWang2000/FreeShap/vinfo/dvutils/utils.py fb9020626aee2101 ran no licence file found · pointer only
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic Data 12 Mar 2024 miguel-fuentes/jam_aistats/code/mechanisms/adaptive_grid.py 7ab9a745dded1630 ran no licence file found · pointer only
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic Data 12 Mar 2024 miguel-fuentes/jam_aistats/code/mechanisms/aim.py 802df9e4d1beab55 ran no licence file found · pointer only
A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets 6 Feb 2024 dpbayes/generative-ensemble-bias-variance-decomposition/lib/aim/aim.py 802df9e4d1beab55 ran MIT (permissive)
Multi-View Causal Representation Learning with Partial Observability 7 Nov 2023 causallearningai/multiview-crl/utils.py 99a88e5f37a92f0d ran MIT (permissive)
Banzhaf Values for Facts in Query Answering 2023-08 (from id) omer-abramovich/adaban/src/Helper_functions.py dd577d42a4ebc364 ran no licence file found · pointer only
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models 1 Aug 2023 bangawayoo/mb-lm-watermarking/watermark_reliability_release/mb_watermark_processor.py ef28b9c2c6fbab3c ran · our draft was wrong Apache-2.0 (permissive)
Invariant Ancestry Search 2 Feb 2022 phillipmogensen/invariantancestrysearch/InvariantAncestrySearch/IASfunctions.py 09081dcf6b856d7e ran · our draft was wrong no licence file found · pointer only
Synthetic Benchmarks for Scientific Research in Explainable Machine Learning 23 Jun 2021 abacusai/xai-bench/custom_explainers/ground_truth_shap.py 59aef8f3c1a54ec8 unverified Apache-2.0 (permissive)
Classification with Strategically Withheld Data 18 Dec 2020 haoming-codes/str-withheld/credit.py ed13995bc898b48b ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
A Score-and-Search Approach to Learning Bayesian Networks with Noisy-OR Relations 3 Nov 2020 CharupriyaSharma/eBNSLNoisyOR/NoisyORScore.py 26d6862177db6349 ran · our draft was wrong no licence file found · pointer only
Counterfactual Data Augmentation using Locally Factored Dynamics 6 Jul 2020 spitis/mrl/experiments/coda/coda_generic.py 04039e3271a013fe ran · our draft was wrong MIT (permissive)
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization 12 Oct 2018 megagonlabs/coop/coop/util.py 2c46661b0f3477eb unverified BSD-3-Clause (permissive)
arXiv:2021.acl-long.288 coryshain/cdr/cdr/config.py eceedaf4a4ffc6e9 unverified MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections