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to_np

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

to_np appears in the code Syntology harvested for 63 papers, as 30 distinct code bodies found in 63 places (a place is one code body under one paper). At least one of them ran in 42 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 to_np 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 14 of the 30 distinct code bodies named to_np; 16 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

5ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
1ran · fixture could not drive it
6ran
16unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 21 of the 63 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

63 papers shown of 63, newest first; 63 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; 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
DiRecT: Safe Diffusion-Based Planning via Receding-Horizon Denoising added by Syntology 2026-06 (from id) azizanlab/DiRecT/maze2d/unet.py d5f32b4735abfc33 ran MIT (permissive)
How to Guide Your Flow: Few-Step Alignment via Flow Map Reward Guidance added by Syntology 2026-04 (from id) jrrhuang/fmrg/utils/img_util.py a1ab19aa64a8403f ran licence not identified · pointer only
Semi-Supervised Cross-Domain Imitation Learning added by Syntology 2026-02 (from id) facebookresearch/gwil/utils.py 6ee8c9901ab984a9 ran · honoured contract no licence file found · pointer only
Text-based Animatable 3D Avatars with Morphable Model Alignment 22 Apr 2025 onethousand1000/animportrait3d/GSAvatar/smplx_model/smplx.py 43ebe3b786b2d59b ran · our draft was wrong MIT (permissive)
FantasyID: Face Knowledge Enhanced ID-Preserving Video Generation 2025-02 (from id) Fantasy-AMAP/fantasy-id/decalib/models/FLAME.py 43ebe3b786b2d59b ran · our draft was wrong Apache-2.0 (permissive)
On the Guidance of Flow Matching 4 Feb 2025 ai4science-westlakeu/flow_guidance/offline_rl/gflower/models_flow/flow_policy.py 3e55aeee1baa4767 unverified MIT (permissive)
Competition Dynamics Shape Algorithmic Phases of In-Context Learning 1 Dec 2024 cfpark00/markov-mixtures/mltools/ml_utils.py 8925f576f84f1269 unverified MIT (permissive)
Minority-Focused Text-to-Image Generation via Prompt Optimization 10 Oct 2024 anonymous5293/minorityprompt/utils/img_util.py 98c24825ddd0a1d9 ran MIT (permissive)
An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes 1 Oct 2024 georgehc/survival-intro/SODEN/utils.py 8c6b999f5a291101 ran · our draft was wrong no licence file found · pointer only
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport 1 Oct 2024 zhenyiizhang/DeepRUOT/DeepRUOT/utils.py dd9e8b103b5851ca ran no licence file found · pointer only
Bigger, Regularized, Optimistic: scaling for compute and sample-efficient continuous control 25 May 2024 denisyarats/pytorch_sac/utils.py 6ee8c9901ab984a9 ran · honoured contract MIT (permissive)
Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras 22 Apr 2024 uoe-agents/mvd/utils.py 6ee8c9901ab984a9 ran · honoured contract MIT (permissive)
A Unified Diffusion Framework for Scene-aware Human Motion Estimation from Sparse Signals 7 Apr 2024 jn-tang/S2Fusion/model/SMPL/lbs.py 43ebe3b786b2d59b ran · our draft was wrong MIT (permissive)
MMVP: A Multimodal MoCap Dataset with Vision and Pressure Sensors 26 Mar 2024 wjrzm/VP-MoCap/PoseTransOpt/lib/smplx/body_models.py 43ebe3b786b2d59b ran · our draft was wrong no licence file found · pointer only
MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning 14 Mar 2024 zoharri/mamba/tools.py d47dad9ee74d1b3d ran · honoured contract no licence file found · pointer only
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy 7 Mar 2024 SeongKu-Kang/ToTER_WWW24/Utils.py 8c6b999f5a291101 ran · our draft was wrong GPL-3.0 (copyleft) · pointer only
HYPO: Hyperspherical Out-of-Distribution Generalization 12 Feb 2024 deeplearning-wisc/hypo/train_hypo.py 8c6b999f5a291101 ran · our draft was wrong no licence file found · pointer only
Stitching Sub-Trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL 11 Feb 2024 rlatjddbs/SSD/dc/dc.py 0e8d8251e66ab160 ran · honoured contract no licence file found · pointer only
Critic-Guided Decision Transformer for Offline Reinforcement Learning 21 Dec 2023 sharkwyf/cgdt/utils.py a80c3e8402f8384e ran MIT (permissive)
Frequency Spectrum is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector 18 Dec 2023 dm4m/fsru/main_kfold.py 8c6b999f5a291101 ran · our draft was wrong no licence file found · pointer only
GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians 4 Dec 2023 aipixel/gaussianavatar/submodules/smplx/utils.py 43ebe3b786b2d59b ran · our draft was wrong MIT (permissive)
GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians 4 Dec 2023 ShenhanQian/GaussianAvatars/flame_model/flame.py 43ebe3b786b2d59b ran · our draft was wrong no licence file found · pointer only
CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra 6 Sep 2023 wilson-labs/cola/cola/backends/jax_fns.py 0381ba678b73491b ran Apache-2.0 (permissive)
Topology-aware Robust Optimization for Out-of-distribution Generalization 26 Jul 2023 joffery/tro/toy/utils/utils.py d47dad9ee74d1b3d ran · honoured contract no licence file found · pointer only
Weakly-supervised 3D Pose Transfer with Keypoints 25 Jul 2023 jinnan-chen/3d-pose-transfer/datasets/dfaust.py 43ebe3b786b2d59b ran · our draft was wrong no licence file found · pointer only
Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning 29 May 2023 tinnerhrhe/MTDiff/diffuser/utils/arrays.py 0e8d8251e66ab160 ran · honoured contract MIT (permissive)
Future-conditioned Unsupervised Pretraining for Decision Transformer 26 May 2023 fffffarmer/pdt/src/utils.py a80c3e8402f8384e ran MIT (permissive)
Distance Weighted Supervised Learning for Offline Interaction Data 26 Apr 2023 jhejna/dwsl/research/algs/dwsl.py 42e782a8ed834a53 ran · fixture could not drive it MIT (permissive)
PC-JeDi: Diffusion for Particle Cloud Generation in High Energy Physics 9 Mar 2023 rodem-hep/pc-jedi/src/torch_utils.py 1042ba4270cff87d unverified MIT (permissive)
Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation 6 Feb 2023 Wang-ML-Lab/VDI/CompCars/model/model.py d47dad9ee74d1b3d ran · honoured contract MIT (permissive)
Robust Imitation of a Few Demonstrations with a Backwards Model 17 Oct 2022 jypark0/bmil/src/utils.py 3294140a01532925 unverified Apache-2.0 (permissive)
Reducing Collision Checking for Sampling-Based Motion Planning Using Graph Neural Networks 17 Oct 2022 rainorangelemon/gnn-motion-planning/eval_gnn.py e8f0b29a6d0af6cc unverified MIT (permissive)
A Generalized Framework for Microstructural Optimization using Neural Networks 13 Jul 2022 uw-ersl/microtounn/torchHomogenization.py d47dad9ee74d1b3d ran · honoured contract MIT (permissive)
Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes 29 Mar 2022 dongkwonjin/Eigenlanes/Modeling/culane/code/libs/utils.py 90d5599d1ec3e4be unverified Apache-2.0 (permissive)
I M Avatar: Implicit Morphable Head Avatars from Videos 14 Dec 2021 zhengyuf/imavatar/code/flame/FLAME.py 43ebe3b786b2d59b ran · our draft was wrong MIT (permissive)
Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning 11 Oct 2021 anon-researcher-repo/ksl/ksl/utils.py 6ee8c9901ab984a9 ran · honoured contract MIT (permissive)
Interactive Machine Comprehension with Dynamic Knowledge Graphs 31 Aug 2021 xingdi-eric-yuan/imrc_graph_public/generic.py 499aa017b9e14605 unverified MIT recorded; this copy not marked cleared · pointer only
Offline Reinforcement Learning as One Big Sequence Modeling Problem 3 Jun 2021 JannerM/trajectory-transformer/trajectory/utils/arrays.py 0e8d8251e66ab160 ran · honoured contract MIT (permissive)
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes 8 Apr 2021 xuchen-ethz/SNARF/preprocess/body_model.py 43ebe3b786b2d59b ran · our draft was wrong MIT (permissive)
Aligning Hyperbolic Representations: an Optimal Transport-based approach 2 Dec 2020 ahoyosid/hyperbolic_alignment/hyperbolic_domain_adaptation.py f6cfcf9ee77607a2 ran · honoured contract no licence file found · pointer only
Interior Point Solving for LP-based prediction+optimisation 26 Oct 2020 JayMan91/NeurIPSIntopt/Interior/qpthlocal/util.py b3e46dde438fad0b unverified MIT (permissive)
SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks 19 Aug 2020 jiaqima/soden/utils.py 8c6b999f5a291101 ran · our draft was wrong MIT (permissive)
DVI: Depth Guided Video Inpainting for Autonomous Driving 17 Jul 2020 ApolloScapeAuto/dataset-api/stereo/finetune.py 8c6b999f5a291101 ran · our draft was wrong Apache-2.0 (permissive)
Interactive Video Object Segmentation Using Global and Local Transfer Modules 16 Jul 2020 dongkwonjin/Semantic-Line-SLNet/Modelling/code/libs/utils.py 90d5599d1ec3e4be unverified MIT (permissive)
SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks 18 Jun 2020 trachote/predict_elastic_tensor/se3t/utils/utils_data.py a95efb537cb231f0 unverified MIT (permissive)
Symplectic Neural Networks in Taylor Series Form for Hamiltonian Systems 11 May 2020 ytong6/Taylor-net/Pendulum/Pendulum.py d47dad9ee74d1b3d ran · honoured contract no licence file found · pointer only
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels 28 Apr 2020 xingyu-lin/softagent/drq/Drq.py 6ee8c9901ab984a9 ran · honoured contract no licence file found · pointer only
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations 12 Oct 2019 clovaai/textual-kd-slu/am_pretraining.py 2e70840fa1254dee unverified Apache-2.0 (permissive)
Soft-Label Dataset Distillation and Text Dataset Distillation 6 Oct 2019 ilia10000/dataset-distillation/utils/io.py 0250946399ff305f unverified MIT (permissive)
Interactive Language Learning by Question Answering 28 Aug 2019 xingdi-eric-yuan/qait_public/generic.py 499aa017b9e14605 unverified MIT recorded; this copy not marked cleared · pointer only
Interactive Machine Comprehension with Information Seeking Agents 27 Aug 2019 xingdi-eric-yuan/imrc_public/generic.py 499aa017b9e14605 unverified MIT recorded; this copy not marked cleared · pointer only
Robustness properties of Facebook's ResNeXt WSL models 17 Jul 2019 eminorhan/resnext-wsl/evaluate_imageneta.py 02509aaf2d611f51 ran · honoured contract no licence file found · pointer only
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation 25 Feb 2019 kim-younghan/FEELVOS/feelvos/trainer.py 8c6b999f5a291101 ran · our draft was wrong MIT (permissive)
Soft Actor-Critic Algorithms and Applications 13 Dec 2018 willwhitney/pytorch_sac_lib/sac_utils.py 6ee8c9901ab984a9 ran · honoured contract MIT (permissive)
Dataset Distillation 27 Nov 2018 SsnL/dataset-distillation/utils/io.py 0250946399ff305f unverified MIT (permissive)
Representer Point Selection for Explaining Deep Neural Networks 23 Nov 2018 identical code first harvested elsewhere 8c6b999f5a291101 ran · our draft was wrong licence of this copy not recorded
Talking Face Generation by Adversarially Disentangled Audio-Visual Representation 20 Jul 2018 Hangz-nju-cuhk/Talking-Face-Generation-DAVS/embedding_utils.py 8c6b999f5a291101 ran · our draft was wrong MIT (permissive)
Conditional Affordance Learning for Driving in Urban Environments 18 Jun 2018 xl-sr/CAL/python_client/agents/CAL_agent/perception/cal_network.py 969c81fc5c65c88d unverified MIT (permissive)
Unsupervised Disentangled Representation Learning with Analogical Relations 25 Apr 2018 ZejianLi/analogical-training/utils_torch.py f956a95ded1db27c unverified MIT (permissive)
Pose2Seg: Detection Free Human Instance Segmentation 28 Mar 2018 liruilong940607/Pose2Seg/lib/torch_utils.py b0526d917e08136a unverified MIT (permissive)
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin 8 Dec 2015 hkakitani/deepspeech.pytorch/deepspeech_pytorch/logger.py 2e70840fa1254dee unverified MIT (permissive)
New Algebraic Formulation of Density Functional Calculation wangenau/eminus/eminus/backend.py dbc41c0e632d85ae unverified Apache-2.0 (permissive)
arXiv:Yue_Object_Recognition_as_Next_Token_Prediction_CVPR_2024_paper kaiyuyue/nxtp/src/onnx_engine.py feba0b34422ebeec 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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