Home › Code › build_network

build_network

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

build_network appears in the code Syntology harvested for 11 papers, as 13 distinct code bodies found in 13 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 build_network 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 13 distinct code bodies named build_network; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
0ran · fixture could not drive it
1ran
9unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 5 of the 13 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

11 papers shown of 11, newest first; 13 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 2 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
Transforming Rank: How Architecture Navigates the Spectral Pathologies of Depth added by Syntology 2026-07 (from id) everettk/transforming-rank-paper/norm_model.py e663da71a75b4ef9 ran MIT (permissive)
Transforming Rank: How Architecture Navigates the Spectral Pathologies of Depth added by Syntology 2026-07 (from id) everettk/transforming-rank-paper/coherence_model.py 90cc0b9e90bf4298 unverified MIT (permissive)
RN-D: Discretized Categorical Actors for On-Policy Reinforcement Learning added by Syntology 2026-01 (from id) alwaysbyx/RND-RL/rnd.py 51d67812d14ecbf6 unverified no licence file found · pointer only
Universal Image Restoration Pre-training via Degradation Classification 26 Jan 2025 milab-pku/dcpt/basicsr/models/degradation_classification_pretrain_model.py 1364e5aeb7f4920b unverified no licence file found · pointer only
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss 2 Apr 2024 JaehaKim97/SR4IR/src/archs/cls/resnet.py 40c29c070d07c55f unverified no licence file found · pointer only
Discovering Object-Centric Generalized Value Functions From Pixels 27 Apr 2023 Somjit77/oc_gvfs/agent.py 4f1d87d8590a8749 unverified MIT (permissive)
FedTADBench: Federated Time-Series Anomaly Detection Benchmark 19 Dec 2022 fanxingliu2020/fedtadbench/algorithms/DeepSVDD/DeepSVDD.py 7f30f025c203a642 ran · our draft was wrong MIT (permissive)
On the Identifiability and Estimation of Causal Location-Scale Noise Models 13 Oct 2022 aleximmer/loci/run_individual.py afb671fb44014507 ran · our draft was wrong no licence file found · pointer only
On the Identifiability and Estimation of Causal Location-Scale Noise Models 13 Oct 2022 aleximmer/loci/generate_figures_and_tables.py cefef482f657e2d0 ran · our draft was wrong no licence file found · pointer only
Planning to Explore via Self-Supervised World Models 12 May 2020 kc-ml2/SimpleDreamer/dreamer/utils/utils.py e4d4684737ef6b03 unverified MIT (permissive)
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask 24 Mar 2020 microsoft/MaskFlownet/network/pipeline.py 94b4a76fdab01f90 unverified MIT (permissive)
Neural Networks for Lorenz Map Prediction: A Trip Through Time 18 Mar 2019 D-Roberts/dl_ts_video/quick_start/multi_channel_cnn_mxnet.py 55705322409634b3 unverified Apache-2.0 (permissive)
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 tanyanair/segmentation_uncertainty/bunet/models/bunet.py 141fc771997e025d 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