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reduce

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

reduce appears in the code Syntology harvested for 14 papers, as 12 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 5 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 reduce 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 4 of the 12 distinct code bodies named reduce; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
0ran
8unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 14 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

14 papers shown of 14, newest first; 14 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 4 papers added by Syntology. 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
Topological Data Analysis for High-Dimensional Dynamic Process Monitoring added by Syntology 2026-06 (from id) zavalab/ML/CMC_GCN/code/model_GNN.py 0d5fd0c9a54335f2 ran · our draft was wrong no licence file found · pointer only
Flux4D: Flow-based Unsupervised 4D Reconstruction added by Syntology 2025-12 (from id) ziyc/drivestudio/models/losses.py d64472f8d41f2419 unverified MIT (permissive)
Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting added by Syntology 2025-09 (from id) marshka/hdtts/lib/pooling/aggr_pool.py ee2c12e9472497a4 unverified no licence file found · pointer only
Dynamics-Aligned Latent Imagination in Contextual World Models for Zero-Shot Generalization added by Syntology 2025-08 (from id) frankroeder/DALI/dreamerv3_compat/scores/plot.py 3712b709b2e95945 unverified MIT (permissive)
Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT Reconstruction 28 Nov 2024 v715/DiffDRR/diffdrr/renderers.py 1c69bf6a466df356 unverified MIT (permissive)
Dreaming of Many Worlds: Learning Contextual World Models Aids Zero-Shot Generalization 16 Mar 2024 sai-prasanna/dreaming_of_many_worlds/dreamerv3_compat/scores/plot.py 3712b709b2e95945 unverified MIT (permissive)
OLMo: Accelerating the Science of Language Models 1 Feb 2024 ningyuxu/tip_of_tongue/calf/utils/distributed.py a8da323a33fb2f4d unverified MIT (permissive)
Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing 29 Jan 2023 bai-yt/adaptivesmoothing/adaptive_smoothing/losses.py 849d15297f8360ce unverified MIT (permissive)
Combating noisy labels in object detection datasets 25 Nov 2022 safednn-group/safednn-clean/safednn-clean.py 2a6746ace534b223 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Hierarchical Average Precision Training for Pertinent Image Retrieval 5 Jul 2022 elias-ramzi/HAPPIER/happier/losses/hap_loss.py f3c0efc31c507b36 ran · our draft was wrong MIT (permissive)
Swin Transformer V2: Scaling Up Capacity and Resolution 18 Nov 2021 JunnYu/x-transformers-paddle/einops/einops.py 6913149f68bd7808 unverified Apache-2.0 (permissive)
Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering 10 Jul 2021 nnzhan/AutoGCN/layers/gcn_layer.py d92c24f4fb69cd74 unverified MIT (permissive)
Learning selection strategies in Buchberger's algorithm 5 May 2020 dylanpeifer/deepgroebner/deepgroebner/buchberger.py 4f0767bbda572251 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting 23 Jun 2019 kevtran23/autoregressive_bias_correction/GRAN/runner/classifier.py 0d5fd0c9a54335f2 ran · our draft was wrong no licence file found · pointer only

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