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get_rank

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

get_rank appears in the code Syntology harvested for 42 papers, as 34 distinct code bodies found in 42 places (a place is one code body under one paper). At least one of them ran in 17 of the papers; 2 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 get_rank 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 34 distinct code bodies named get_rank; 18 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
13ran
18unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 14 of the 42 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

42 papers shown of 42, newest first; 42 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; 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
ARMOR: Adaptive Retriever Optimization for Low-Resource Telecom Question Answering added by Syntology 2026-06 (from id) heshandevaka/ARMOR/retriever_training/train_armor.py d4209866bbf0ccb4 ran Apache-2.0 (permissive)
Towards Community-Driven Agents for Machine Learning Engineering 25 Jun 2025 comind-ml/comind/comind/kaggle/leaderboard.py 3c374cab52534944 unverified MIT (permissive)
2 OLMo 2 Furious 31 Dec 2024 allenai/OLMo-core/src/olmo_core/distributed/utils.py b32994fbeacb1e9b unverified Apache-2.0 (permissive)
Controllable Context Sensitivity and the Knob Behind It 11 Nov 2024 kdu4108/context-vs-prior-finetuning/analysis/circuit_utils/decoding.py 234d3d97816d505a unverified no licence file found · pointer only
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning 31 Oct 2024 pr-ryan/demo/utils/distributed.py 1d504697143a06b9 unverified MIT (permissive)
Compositional Entailment Learning for Hyperbolic Vision-Language Models 9 Oct 2024 PalAvik/hycoclip/hycoclip/models.py 585179954e7e9e63 unverified licence not identified · pointer only
RAFT: Realistic Attacks to Fool Text Detectors 4 Oct 2024 jameslwang/raft/detectors/baselines.py 2a5da194b02e3776 ran no licence file found · pointer only
Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks 1 Jun 2024 dojeon-ai/hare-tortoise/src/common/metrics.py ed281db32072a644 ran no licence file found · pointer only
What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions 22 May 2024 logix-project/logix/logix/utils.py d3e53200c9f0c7cb ran Apache-2.0 (permissive)
Selective Focus: Investigating Semantics Sensitivity in Post-training Quantization for Lane Detection 10 May 2024 PannenetsF/SelectiveFocus/pad/utils/runners/lane_det_quant_trainer.py 41ff89724cf234e1 ran · metamorphic tier: well formed no licence file found · pointer only
UniDepth: Universal Monocular Metric Depth Estimation 27 Mar 2024 lpiccinelli-eth/unidepth/unidepth/models/unidepthv1/unidepthv1.py 21f13ea283351acc ran licence not identified · pointer only
Non-negative Contrastive Learning 19 Mar 2024 pku-ml/non_neg/solo/losses/nnclr.py 8847999984146a64 ran no licence file found · pointer only
Improving Medical Multi-modal Contrastive Learning with Expert Annotations 15 Mar 2024 ykumards/eclip/eclip/model/eclip_module.py c734e1676e254908 ran AGPL-3.0 (copyleft) · pointer only
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected? 11 Jan 2024 dongping-chen/mixset/methods/metric_based.py ec539267c749a0cc unverified no licence file found · pointer only
VideoLCM: Video Latent Consistency Model 14 Dec 2023 ali-vilab/VGen/utils/distributed.py 1d504697143a06b9 unverified no licence file found · pointer only
Pairwise Similarity Learning is SimPLE 13 Oct 2023 ydwen/opensphere/opensphere/module/head/simple.py 30b806a186fae4cd ran · metamorphic tier: well formed MIT (permissive)
Nearest Neighbor Guidance for Out-of-Distribution Detection 26 Sep 2023 jingkang50/openood/openood/postprocessors/nnguide_postprocessor.py 4f1cf6e198d885d2 ran · metamorphic tier: well formed MIT (permissive)
Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and Stability 29 Aug 2023 tylerachang/lm-learning-curves/analysis/run_crossrun_similarity.py b7ce496e8bd1b24d unverified no licence file found · pointer only
Learning Vision-and-Language Navigation from YouTube Videos 22 Jul 2023 jeremylinky/youtube-vln/utils/distributed.py 8d57e6390318ac16 unverified MIT (permissive)
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation 19 Jul 2023 haitaomao/amazon-m2/task1/finetune.py 5071428b12fb4234 ran no licence file found · pointer only
VideoComposer: Compositional Video Synthesis with Motion Controllability 3 Jun 2023 damo-vilab/videocomposer/artist/ops/distributed.py 1d504697143a06b9 unverified MIT (permissive)
Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms 28 May 2023 ml-opt-lab/sdmgrad/experiments/mean_rank.py 47019f3895d2e9d3 unverified MIT (permissive)
Any-to-Any Generation via Composable Diffusion 19 May 2023 microsoft/i-Code/i-Code-V3/core/sync.py 5804369ab36a8596 unverified MIT (permissive)
Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens 27 Mar 2023 yuxiaochen1103/fdt/prototype/model/clip_fdt.py 82984f55ee21d9df ran Apache-2.0 (permissive)
MGTBench: Benchmarking Machine-Generated Text Detection 26 Mar 2023 trustairlab/mgtbench/methods/metric_based.py 0c7cd9182dadcefb unverified MIT (permissive)
Toward Unsupervised Outlier Model Selection 3 Nov 2022 yzhao062/elect/utility.py 3d1f18721729e636 unverified BSD-2-Clause (permissive)
Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies 3 Sep 2022 Sense-GVT/BCDNet/prototype/model/a_3.py 426074b9c7f8d0b4 ran no licence file found · pointer only
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks 16 Aug 2022 ict-bigdatalab/corpusbrain/kilt/eval_retrieval.py 6a9bcdcb79e942e6 unverified Apache-2.0 (permissive)
Generating Information-Seeking Conversations from Unlabeled Documents 25 May 2022 facebookresearch/KILT/kilt/eval_retrieval.py 6a9bcdcb79e942e6 unverified MIT recorded; this copy not marked cleared · pointer only
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning 19 May 2022 zyxelsa/cast_pytorch/models/torch_utils.py 2e77a87b7e25bf88 unverified Apache-2.0 (permissive)
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation 17 Mar 2022 renwang435/CYBORGS/main_cyborgs.py 804a43b2bb223775 unverified MIT (permissive)
Airbert: In-domain Pretraining for Vision-and-Language Navigation 20 Aug 2021 airbert-vln/airbert/utils/distributed.py 8d57e6390318ac16 unverified MIT (permissive)
Conservative Objective Models for Effective Offline Model-Based Optimization 14 Jul 2021 rail-berkeley/design-baselines/design_baselines/coms_cleaned/trainers.py 95e9b9ea7dfff908 ran · honoured contract MIT (permissive)
On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods 17 Feb 2020 mberr/rank-based-evaluation/src/kgm/eval/common.py 24c3f21daf7bffe9 unverified MIT (permissive)
Active Learning for Entity Alignment 24 Jan 2020 mberr/ea-active-learning/src/kgm/eval/common.py 24c3f21daf7bffe9 unverified MIT (permissive)
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning 13 Mar 2019 LittleYUYU/CoaCor/code/CodeRetrieval-Main/code/ensemble.py a9f21950fb827c6d unverified Apache-2.0 (permissive)
Photorealistic Style Transfer via Wavelet Transforms 23 Mar 2019 leolle/StyleTransfer/utils/core.py 3f416806a9d75fdf ran · our draft was wrong fingerprinted MIT (permissive)
Resource Aware Person Re-identification across Multiple Resolutions 22 May 2018 mileyan/DARENet/budgeted_stream/evaluation.py 63bb25a8b3b786aa unverified MIT (permissive)
A Closed-form Solution to Photorealistic Image Stylization 19 Feb 2018 clovaai/WCT2/utils/core.py 3f416806a9d75fdf ran · our draft was wrong fingerprinted MIT (permissive)
Optimizing Neural Networks with Kronecker-factored Approximate Curvature 19 Mar 2015 gpauloski/kfac_pytorch/kfac/base_preconditioner.py 3278f8b9bebda5c0 ran · honoured contract fingerprinted MIT (permissive)
arXiv:Xu_Versatile_Diffusion_Text_Images_and_Variations_All_in_One_Diffusion_ICCV_2023_paper SHI-Labs/Versatile-Diffusion/lib/sync.py 5804369ab36a8596 unverified MIT (permissive)
arXiv:2023.emnlp-main.616 xinleihe/MGTBench/methods/metric_based.py 0c7cd9182dadcefb 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".

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