Home › Code › make_model

make_model

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

make_model appears in the code Syntology harvested for 37 papers, as 44 distinct code bodies found in 45 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 make_model 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 6 of the 44 distinct code bodies named make_model; 38 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
2ran
38unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 12 of the 45 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

37 papers shown of 37, newest first; 45 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 3 papers added by Syntology; 2 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
Diagnosing Temporal Misalignment in Multichannel Time-Series Classification via Minimum Description Length added by Syntology 2026-09 (from id) sbuschjaeger/mdl-temporal-misalignment/src/models.py 47214144ddc3b838 unverified no licence file found · pointer only
Poison with Style: A Practical Poisoning Attack on Code Large Language Models added by Syntology 2026-05 (from id) khangtran2020/pws/src/model.py c974a57fa5eab89c unverified no licence file found · pointer only
Learning Heat-based Equations in Self-similar variables added by Syntology 2026-02 (from id) Kagami-319/SSV-Learning/nets.py ed8a70790a811e16 unverified no licence file found · pointer only
Self-supervision via Controlled Transformation and Unpaired Self-conditioning for Low-light Image Enhancement 1 Mar 2025 aupendu/SelfEnNet/model/SelfEnNet.py 71d52fd00ec2f309 unverified MIT (permissive)
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model 16 May 2024 yongsongh/irsrmamba/analysis/model_zoo/rcan.py 9bd135002fbc6534 unverified Apache-2.0 (permissive)
Deep Blind Super-Resolution for Satellite Video 13 Jan 2024 xy-boy/blind-satellite-vsr/model/kernel.py 9e0a73c3f36eeb30 ran no licence file found · pointer only
Deep Blind Super-Resolution for Satellite Video 13 Jan 2024 xy-boy/blind-satellite-vsr/model/flow_pwc.py 3d1acf751ad881a5 unverified no licence file found · pointer only
Transferable Candidate Proposal with Bounded Uncertainty 7 Dec 2023 gokyeongryeol/TBU/active/models/model_factory.py 181e3925fb15dca8 unverified MIT (permissive)
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog 11 Oct 2023 Hyu-Zhang/ISR/model/mtn.py dbce9dd244c5dcd2 unverified no licence file found · pointer only
PLANTAIN: Diffusion-inspired Pose Score Minimization for Fast and Accurate Molecular Docking 22 Jul 2023 molecularmodelinglab/plantain/models/make_model.py bb80c5e6b3f0b9f4 unverified MIT (permissive)
Graph Neural Rough Differential Equations for Traffic Forecasting 20 Mar 2023 jeongwhanchoi/STG-NCDE/model/Make_model.py 7747ed35840050f5 unverified MIT (permissive)
OSRT: Omnidirectional Image Super-Resolution with Distortion-aware Transformer 7 Feb 2023 fanghua-yu/osrt/odisr/archs/launet_arch.py 12ec7fbd4ce6cf35 unverified MIT (permissive)
Towards Autoformalization of Mathematics and Code Correctness: Experiments with Elementary Proofs 5 Jan 2023 gc974517/autoformalization/src/model.py 18c6a1df97636c4d unverified Apache-2.0 (permissive)
Unsupervised visualization of image datasets using contrastive learning 18 Oct 2022 berenslab/t-simcne/tsimcne/tsimcne.py a6be304389f8001d unverified no licence file found · pointer only
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification 22 Jul 2022 Bernardo1998/FairGRAPE/util.py b364c1464a933eba unverified MIT (permissive)
CARBEN: Composite Adversarial Robustness Benchmark 16 Jul 2022 IBM/composite-adv/composite_adv/utilities.py a910d37c1ce20592 unverified Apache-2.0 (permissive)
No Reason for No Supervision: Improved Generalization in Supervised Models 30 Jun 2022 naver/trex/trex.py e03caab433c9fa61 ran · our draft was wrong licence not identified · pointer only
Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution 18 Apr 2022 nju-jet/fmen/train_fmen.py 2d54a0eddac3a07c ran · our draft was wrong Apache-2.0 (permissive)
Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution 18 Apr 2022 nju-jet/fmen/test_fmen.py e8a639b8136a44be ran · our draft was wrong Apache-2.0 (permissive)
Adaptive Cross-Layer Attention for Image Restoration 4 Mar 2022 sdl-asu/acla/SR/model/carn.py 5ecf1cc45bcc3af5 unverified MIT (permissive)
Attention in Attention Network for Image Super-Resolution 19 Apr 2021 haoyuc/A2N/code/model/aan.py 55782dbafc14cb78 ran · our draft was wrong no licence file found · pointer only
On the Computational Power of Transformers and its Implications in Sequence Modeling 16 Jun 2020 satwik77/Transformer-Computation-Analysis/Transformer/src/model.py a4731b662e3d1cd8 unverified MIT (permissive)
Picket: Guarding Against Corrupted Data in Tabular Data during Learning and Inference 8 Jun 2020 rekords-uw/Picket/picket/transformer/PicketNet.py 5cd95cc706535ebb unverified MIT (permissive)
Deeply Uncertain: Comparing Methods of Uncertainty Quantification in Deep Learning Algorithms 22 Apr 2020 deepskies/DeeplyUncertain-Public/models/cd.py efc992a53400a386 unverified Apache-2.0 (permissive)
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression 19 Mar 2020 ofsoundof/group_sparsity/model/resnext.py 9c81eda4e64437b7 unverified MIT (permissive)
Transformer Networks for Trajectory Forecasting 18 Mar 2020 FGiuliari/Trajectory-Transformer/transformer/flow.py a4172fe393c320f7 unverified MIT (permissive)
Deep Blind Video Super-resolution 10 Mar 2020 csbhr/Deep-Blind-VSR/code/model/flow_pwc.py 3d1acf751ad881a5 unverified MIT (permissive)
Deep Blind Video Super-resolution 10 Mar 2020 csbhr/Deep-Blind-VSR/code/model/kernel.py ee5cd3a09717005c unverified MIT (permissive)
Non-Autoregressive Dialog State Tracking 19 Feb 2020 henryhungle/NADST/model/nadst.py e89f1f8ddba11dda unverified MIT (permissive)
Multi-Graph Transformer for Free-Hand Sketch Recognition 24 Dec 2019 PengBoXiangShang/multigraph_transformer/network/gra_transf_inpt5_new_dropout_2layerMLP.py e67387d5c50520a8 unverified MIT (permissive)
Multi-Graph Transformer for Free-Hand Sketch Recognition 24 Dec 2019 PengBoXiangShang/multigraph_transformer/network/gra_transf_inpt5_new_dropout_2layerMLP_2_adj_mtx.py 73e8149aacbfeca1 unverified MIT (permissive)
Multi-Graph Transformer for Free-Hand Sketch Recognition 24 Dec 2019 PengBoXiangShang/multigraph_transformer/network/gra_transf_inpt5_new_dropout_2layerMLP_3_adj_mtx.py c5fba9cb917b17cd unverified MIT (permissive)
Multi-Graph Transformer for Free-Hand Sketch Recognition 24 Dec 2019 PengBoXiangShang/multigraph_transformer/network/graph_attention_net.py 6356a6171d208cfd unverified MIT (permissive)
Hierarchical Deep Q-Network from Imperfect Demonstrations in Minecraft 18 Dec 2019 cog-isa/forger/policy/models.py 5735b22703183069 unverified MIT (permissive)
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems 2 Jul 2019 henryhungle/MTN/mtn.py 84abf8402fa5c6dc unverified MIT (permissive)
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 28 May 2019 konstantinos-p/image_classification_SOTA/testing/models/efficientnet.py 1c78bc0ff1affcfa ran · metamorphic tier: deterministic no licence file found · pointer only
Concolic Testing for Deep Neural Networks 30 Apr 2018 parthbhope/test/src/gen_har.py 0260b44d05fb018d unverified BSD-3-Clause (permissive)
Learning Discriminative Features with Multiple Granularities for Person Re-Identification 4 Apr 2018 WangTaoAs/MGN_ReID/model/build_model.py c656b5d8b9ddaf71 unverified Apache-2.0 (permissive)
Attention Is All You Need 12 Jun 2017 harvardnlp/annotated-transformer/the_annotated_transformer.py 07e1cf214369316d unverified MIT (permissive)
Attention Is All You Need 12 Jun 2017 redevaaa/Transformer-for-EEG/lib/eeg_transformer.py fd6feb2ea108fe4b unverified no licence file found · pointer only
Rethinking the Inception Architecture for Computer Vision 2 Dec 2015 KyleYoung1997/DNNorDermatologist/DataSplit_HpSearch.py 4b446aabd3bcf05f unverified MIT (permissive)
Playing Atari with Deep Reinforcement Learning 19 Dec 2013 rishavb123/MineRL/model.py 8f9da127eceb2a1d unverified no licence file found · pointer only
arXiv:aaai_25225 Syliz517/CLIP-ReID/model/make_model.py 608a109a93bcd152 unverified MIT (permissive)
arXiv:aaai_25225 Syliz517/CLIP-ReID/model/make_model_clipreid.py f666d3addf833bba unverified MIT (permissive)
arXiv:2022.findings-emnlp.177 1429904852/LDF/model/LDF_AWATT.py 14c32e915fc6b822 unverified Apache-2.0 (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