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isnan

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

isnan appears in the code Syntology harvested for 24 papers, as 7 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 19 of the papers; 3 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 isnan 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 7 distinct code bodies named isnan; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
1ran
3unverified
3fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 24 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

24 papers shown of 24, newest first; 24 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; 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
PRESCIENCE: A Dataset and Benchmark for Scientific Forecasting added by Syntology 2026-02 (from id) LHDuan/ConDaFormer/pcr/utils/losses.py 5f4f4355be28c01e ran · violated contract fingerprinted no licence file found · pointer only
PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point Clouds 18 Mar 2025 TRAILab/PSA-SSL/criterions/lovasz_softmax.py 5f4f4355be28c01e ran · violated contract fingerprinted MIT (permissive)
Monocular Depth Estimation and Segmentation for Transparent Object with Iterative Semantic and Geometric Fusion 20 Feb 2025 l-j-yuan/modest/datasets/syntodd.py 5f4f4355be28c01e ran · violated contract fingerprinted MIT (permissive)
EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation 26 Jun 2024 opengvlab/egovideo/eccv-2022/engine_for_finetuning_ego4d_hands.py 23f0053c19d0446f ran no licence file found · pointer only
Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration 23 Jan 2024 identical code first harvested elsewhere 5f4f4355be28c01e ran · violated contract fingerprinted licence of this copy not recorded
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding 18 Dec 2023 lhduan/condaformer/pcr/utils/losses.py 5f4f4355be28c01e ran · violated contract fingerprinted no licence file found · pointer only
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation 29 Nov 2023 IRMVLab/SFCNet/SFCNet/network/Lovasz_Softmax.py 5f4f4355be28c01e ran · violated contract fingerprinted MIT (permissive)
BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point Clouds 26 Oct 2023 identical code first harvested elsewhere 5f4f4355be28c01e ran · violated contract fingerprinted licence of this copy not recorded
LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using Online Camera Distillation 22 Apr 2023 songw-zju/LiDAR2Map/map/model/loss/Lovasz_Softmax.py 5f4f4355be28c01e ran · violated contract fingerprinted MIT (permissive)
A Consistent and Differentiable Lp Canonical Calibration Error Estimator 13 Oct 2022 tpopordanoska/ece-kde/ece_kde.py 75ac62b189ead8eb ran · our draft was wrong fingerprinted MIT (permissive)
COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation 4 Oct 2022 cv-rits/coarse3d/pc_processor/loss/lovasz_softmax.py 5f4f4355be28c01e ran · violated contract fingerprinted Apache-2.0 (permissive)
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation 7 Sep 2022 zanchangtong/ptvsri/exps/ground_metric.py 5f4f4355be28c01e ran · violated contract fingerprinted MIT (permissive)
Inverse-Weighted Survival Games 16 Nov 2021 rajesh-lab/inverse-weighted-survival-games/_nll.py 8a9ebc7bfedb61ac ran · our draft was wrong fingerprinted MIT (permissive)
FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation 18 Oct 2021 matrixgame2018/FEANet/loss_hub/losses/lovasz.py 5f4f4355be28c01e ran · violated contract fingerprinted MIT (permissive)
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models 8 Jun 2021 chenfengxu714/image2point/core/criterions.py 5f4f4355be28c01e ran · violated contract fingerprinted BSD-2-Clause (permissive)
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors 17 Aug 2020 yijingru/BBAVectors-Oriented-Object-Detection/loss.py 5f4f4355be28c01e ran · violated contract fingerprinted MIT (permissive)
How to train your neural ODE: the world of Jacobian and kinetic regularization 7 Feb 2020 D-hash-code/ffjord-rnode-finalweek-mnist/lib/utils.py 005ab5343cd3459c unverified MIT (permissive)
Model Fusion via Optimal Transport 12 Oct 2019 sidak/otfusion/utils.py 5f4f4355be28c01e ran · violated contract fingerprinted no licence file found · pointer only
Continual and Multi-Task Architecture Search 12 Jun 2019 ramakanth-pasunuru/CAS-MAS/models/nas_rnn.py 8e5228fff5c05b8d unverified MIT (permissive)
Residual Flows for Invertible Generative Modeling 6 Jun 2019 eyalbetzalel/residual-flows/lib/utils.py 005ab5343cd3459c unverified MIT (permissive)
Wasserstein Barycenter Model Ensembling 13 Feb 2019 IBM/wasserstein-barycenters/barycenter.py 0730cb4c8a390fda unverified Apache-2.0 (permissive)
Isolating Sources of Disentanglement in Variational Autoencoders 14 Feb 2018 rtqichen/beta-tcvae/lib/utils.py 005ab5343cd3459c unverified MIT (permissive)
U-Net: Convolutional Networks for Biomedical Image Segmentation 18 May 2015 identical code first harvested elsewhere 5f4f4355be28c01e ran · violated contract fingerprinted licence of this copy not recorded
arXiv:openreview_0xJt4PqPJv shi-ang/SALaD/iwsg/util.py 8a9ebc7bfedb61ac ran · our draft was wrong fingerprinted 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