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data_partition

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

data_partition appears in the code Syntology harvested for 8 papers, as 7 distinct code bodies found in 8 places (a place is one code body under one paper). At least one of them ran in 3 of the papers; 0 of the code bodies carry 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 data_partition 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 3 of the 7 distinct code bodies named data_partition; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
2ran
4unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 3 of the 8 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

8 papers shown of 8, newest first; 8 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; 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
Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System 17 Apr 2024 ghdtjr/a-llmrec/pre_train/sasrec/utils.py 420bbd8f0c9e4275 ran no licence file found · pointer only
Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation 25 Mar 2024 nancheng58/recmamba/utils.py f21420da9770e8dd ran no licence file found · pointer only
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment 24 Oct 2022 chr26195/caseq/utils.py 27df4c2e0d7bb44a ran · our draft was wrong no licence file found · pointer only
ESCM$^2$: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation 3 Apr 2022 PaddlePaddle/PaddleRec/datasets/Beauty/data_augment_candi_gen.py 928d8fadc3a9fe9b unverified Apache-2.0 (permissive)
AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction 25 Mar 2020 renmada/PaddleRec/datasets/Beauty/data_augment_candi_gen.py 928d8fadc3a9fe9b unverified Apache-2.0 (permissive)
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer 14 Apr 2019 FeiSun/BERT4Rec/util.py c6bb4fb1768a7890 unverified Apache-2.0 (permissive)
Self-Attentive Sequential Recommendation 20 Aug 2018 paddorch/SASRec.paddle/sasrec/utils.py b69fecb2a2840c7b unverified Apache-2.0 (permissive)
arXiv:2025.findings-emnlp.538 SOLAR2025ARR/SOLAR/datagen/utils.py 1b69c63b5f0ea1a6 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