Home › Code › split

split

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

split appears in the code Syntology harvested for 67 papers, as 61 distinct code bodies found in 70 places (a place is one code body under one paper). At least one of them ran in 35 of the papers; 13 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 split 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 28 of the 61 distinct code bodies named split; 33 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
10ran · our draft was wrong
3ran · fixture could not drive it
13ran
33unverified
13fingerprinted

Licence is a property of each copy, so it is counted per place: 17 of the 70 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

67 papers shown of 67, newest first; 70 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 4 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
FeLoG: Scalable and Efficient Distributed Graph Embedding with Feedback Loop Mechanism added by Syntology 2026-06 (from id) iDC-NEU/NeutronTP/models/tensplit_gcn_large.py 793a3a5b95a81cea unverified no licence file found · pointer only
Agent-based models for the evolution of morphological alternation patterns added by Syntology 2026-06 (from id) SakanaAI/LanguageEvolution/core/network.py dec7bba3f9c83b4b unverified no licence file found · pointer only
What Twelve LLM Agent Benchmark Papers Disclose About Themselves: A Pilot Audit and an Open Scoring Schema added by Syntology 2026-05 (from id) mahdinaser/reprobe-audit/score_corpus.py 02b1fdf91aa5701f ran · our draft was wrong MIT (permissive)
TabCF: Distributional Control Function Estimation with Tabular Foundation Models added by Syntology 2026-05 (from id) jhartford/DeepIV/deepiv/models.py de28a56fedb8f6ac ran · our draft was wrong MIT (permissive)
FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching 19 Feb 2025 datamol-io/safe/safe/_tokenizer_utils.py 3f2fce2269e966e4 unverified Apache-2.0 (permissive)
FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching 19 Feb 2025 datamol-io/safe/safe/tokenizer.py 1d75b0fe2361c83d unverified Apache-2.0 (permissive)
Accelerating Neural Network Training: An Analysis of the AlgoPerf Competition 20 Feb 2025 mlcommons/algorithmic-efficiency/algoperf/random_utils.py 41945920f8ae7923 unverified Apache-2.0 (permissive)
Are Expressive Models Truly Necessary for Offline RL? 15 Dec 2024 imoneoi/RSP_JAX/exp_launcher.py ffb145c4a0426f6d ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
Evaluating the Robustness of Analogical Reasoning in Large Language Models 21 Nov 2024 marthaflinderslewis/robust-analogy/digit_matrices/eval_gpt_matprob.py 77cea5f7a2c7242f ran · violated contract fingerprinted GPL-3.0 (copyleft) · pointer only
Parametric model reduction of mean-field and stochastic systems via higher-order action matching 15 Oct 2024 julesberman/hoam/hoam/utils.py 76db085f4948c681 ran no licence file found · pointer only
On Calibration of LLM-based Guard Models for Reliable Content Moderation 14 Oct 2024 waffle-liu/calibration_guard_model/calibration/utils.py 8e9dfd4ba4bf9fa3 ran fingerprinted MIT (permissive)
Topic Modeling with Fine-tuning LLMs and Bag of Sentences 6 Aug 2024 johntailor/ft-topic/finetuneTM/fttopic.py a3a1f569ebaba212 ran · our draft was wrong MIT (permissive)
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning 7 Jun 2024 graphminddartmouth/disgen/src/graphsst2_dataset.py fe7d97d9abf11937 ran no licence file found · pointer only
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP 3 Jun 2024 SriramB-98/vit-decompose/helpers/linear_decompose.py 5f3750bcdd0d49e0 ran no licence file found · pointer only
Deciphering Movement: Unified Trajectory Generation Model for Multi-Agent 27 May 2024 colorfulfuture/unitraj-pytorch/preprocess/football/read_csv.py c11458aa37f0b218 ran Apache-2.0 (permissive)
Deciphering Movement: Unified Trajectory Generation Model for Multi-Agent 27 May 2024 colorfulfuture/unitraj-pytorch/preprocess/soccer/read_csv.py decd44e6d49d861d ran fingerprinted Apache-2.0 (permissive)
Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks 27 May 2024 simonheilig/porthamiltonian-dgn/minesweeper/model_selection.py 67cf67f9cfc213a8 ran MIT (permissive)
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning 7 May 2024 wmyw96/fair/generate_waterbird.py 53b88db991b1fee9 ran no licence file found · pointer only
PhenDiff: Revealing Subtle Phenotypes with Diffusion Models in Real Images 13 Dec 2023 warmongeringbeaver/phendiff/src/utils_misc.py b30d708f85b96874 ran fingerprinted no licence file found · pointer only
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation 7 Dec 2023 ldkong1205/Robo3D/create/kitti_c/snow/precompute.py f8128e47543b84c3 ran no licence file found · pointer only
A Study on the Calibration of In-context Learning 7 Dec 2023 hlzhang109/icl-calibration/calibration/utils.py 8e9dfd4ba4bf9fa3 ran fingerprinted MIT (permissive)
Interpretable Prototype-based Graph Information Bottleneck 30 Oct 2023 sang-woo-seo/pgib/models/train_gnns.py 4af5d2df5e85cf09 ran · fixture could not drive it no licence file found · pointer only
arXiv:2310.01551 2023-10 (from id) SullivanC19/pydl8.5-topk/topk/algorithms/run_topk.py 56e8b974a5cb74c3 ran · honoured contract fingerprinted MIT (permissive)
GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization 9 Aug 2023 ffhibnese/GIFD/inversefed/nn/revnet_utils.py 781553d9de1bec97 ran fingerprinted MIT (permissive)
In-Context Learning Learns Label Relationships but Is Not Conventional Learning 23 Jul 2023 jlko/in_context_learning/llm/datasets.py 8103cafadb0c86a3 ran no licence file found · pointer only
Recasting Self-Attention with Holographic Reduced Representations 31 May 2023 neuromorphiccomputationresearchprogram/hrrformer/utils.py aaa1f91613c8db28 unverified Apache-2.0 (permissive)
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 29 May 2023 TXH-mercury/VALOR/inference.py d92ebd9f3d882489 unverified MIT (permissive)
Learning Strong Graph Neural Networks with Weak Information 29 May 2023 yixinliu233/d2pt/load_data.py 1e6d36d440e99c35 unverified MIT (permissive)
Earning Extra Performance from Restrictive Feedbacks 28 Apr 2023 kylejingli/EXPECTED/adult/income_prediction.py 1acb30bb6b523696 unverified MIT (permissive)
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion 31 Jan 2023 dovermore/randomized-deletion/src/repeat_forward_exp.py ffb145c4a0426f6d ran · our draft was wrong fingerprinted MIT (permissive)
One Risk to Rule Them All: A Risk-Sensitive Perspective on Model-Based Offline Reinforcement Learning 30 Nov 2022 microsoft/lightATAC/lightATAC/atac.py fd64627ef6698537 ran MIT (permissive)
Representational dissimilarity metric spaces for stochastic neural networks 21 Nov 2022 ahwillia/netrep/netrep/metrics/stochastic_process.py 1e8f7903c244e8ab unverified MIT (permissive)
TransPolymer: a Transformer-based language model for polymer property predictions 3 Sep 2022 ChangwenXu98/TransPolymer/Pretrain.py d5fe797c8cfc8e4b ran · our draft was wrong MIT (permissive)
EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training 17 Mar 2022 thu-coai/EVA/src/change_mp.py 61d59af2776f4b6e unverified MIT (permissive)
Better Uncertainty Calibration via Proper Scores for Classification and Beyond 15 Mar 2022 mlo-lab/better_uncertainty_calibration/errors.py 815e55dabb053689 ran · fixture could not drive it fingerprinted no licence file found · pointer only
Adaptive and Robust Multi-Task Learning 10 Feb 2022 kw2934/armul/preprocessing.py 6c295e1e8c7fad8c unverified MIT (permissive)
Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration 7 Feb 2022 caroladoerr/leadingonedac/dacbench/logger.py f9a3339a7ca9d1d9 unverified Apache-2.0 (permissive)
Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism 31 Jan 2022 Graph-COM/GSAT/src/datasets/graph_sst2.py fe7d97d9abf11937 ran MIT (permissive)
Learning Dynamical Systems from Noisy Sensor Measurements using Multiple Shooting 22 Jun 2021 machines-in-motion/ssm_multiple_shooting/ssm_ms/utils.py 3da4055ce2e1d189 unverified BSD-3-Clause (permissive)
Learning Dynamical Systems from Noisy Sensor Measurements using Multiple Shooting 22 Jun 2021 machines-in-motion/ssm_multiple_shooting/benchmark/lstm/lorenz.py 9bceb8523266b53f unverified BSD-3-Clause (permissive)
Characterizing the risk of fairwashing 14 Jun 2021 aivodji/characterizing_fairwashing/core/LaundryML.py 2b71bd6d8982dd33 ran · our draft was wrong fingerprinted no licence file found · pointer only
DACBench: A Benchmark Library for Dynamic Algorithm Configuration 18 May 2021 automl/DACBench/dacbench/logger.py 6b027295a0e0d3c6 unverified Apache-2.0 (permissive)
EigenGAN: Layer-Wise Eigen-Learning for GANs 26 Apr 2021 LynnHo/EigenGAN-Tensorflow/pylib/path.py 46efef6d32953519 unverified MIT (permissive)
User Preference-aware Fake News Detection 25 Apr 2021 safe-graph/GNN-FakeNews/utils/data_loader.py fa145afc46ed4a2d ran · fixture could not drive it Apache-2.0 (permissive)
Representation Learning for Sequence Data with Deep Autoencoding Predictive Components 7 Oct 2020 salesforce/DAPC/dapc/data_process.py ba311a718f2780bc unverified BSD-3-Clause (permissive)
$f$-GAIL: Learning $f$-Divergence for Generative Adversarial Imitation Learning 2 Oct 2020 fGAIL3456/fGAIL/a2c_ppo_acktr/model_utils.py f31c6c36e11645e2 unverified MIT (permissive)
Learning from Protein Structure with Geometric Vector Perceptrons 3 Sep 2020 drorlab/gvp/src/gvp.py 0fadac860da52918 ran · our draft was wrong fingerprinted licence not identified · pointer only
P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model 22 Jun 2020 tsubasat/P3GM/ml_task/exp_ml.py 4f81ad6d184c5fa7 unverified MIT (permissive)
Learning Visual Commonsense for Robust Scene Graph Generation 17 Jun 2020 ZhecanJamesWang/GLAT_SGG/lib/models_kern.py 9178ea1334f34247 unverified MIT (permissive)
SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery 12 Nov 2019 DSPsleeporg/smiles-transformer/smiles_transformer/utils.py 08bc94d6893046dd unverified MIT (permissive)
Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration 28 Oct 2019 AnanyaKumar/verified_calibration/calibration/utils.py 8e9dfd4ba4bf9fa3 ran fingerprinted MIT (permissive)
Meta Module Network for Compositional Visual Reasoning 8 Oct 2019 wenhuchen/Meta-Module-Network/generate_program.py dcd3ba584ff4c63d ran · our draft was wrong fingerprinted no licence file found · pointer only
Perceptual Generative Autoencoders 25 Jun 2019 zj10/PGA/src/pylib/path.py ded2db9b11b1035e unverified MIT (permissive)
Learning with Average Precision: Training Image Retrieval with a Listwise Loss 18 Jun 2019 almazan/deep-image-retrieval/dirtorch/datasets/dataset.py 0d31580390476d85 unverified BSD-3-Clause (permissive)
Fake News Detection on Social Media using Geometric Deep Learning 10 Feb 2019 identical code first harvested elsewhere fa145afc46ed4a2d ran · fixture could not drive it licence of this copy not recorded
Describing a Knowledge Base 6 Sep 2018 EagleW/Describing_a_Knowledge_Base/utils/split.py 94b0f0677a61e291 unverified MIT (permissive)
FakeNewsNet: A Data Repository with News Content, Social Context and Dynamic Information for Studying Fake News on Social Media 2018-09 (from id) cestwc/fakenewsnet-torchtext-dataset-json/util_dataset.py 62532e07bc7d6fc5 unverified MIT (permissive)
Smooth Loss Functions for Deep Top-k Classification 21 Feb 2018 oval-group/smooth-topk/topk/utils.py de94bb6f1e49e85a unverified MIT (permissive)
i-RevNet: Deep Invertible Networks 20 Feb 2018 jhjacobsen/pytorch-i-revnet/models/model_utils.py 781553d9de1bec97 ran fingerprinted MIT (permissive)
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks 5 Nov 2016 rubythonode/joint-many-task-model/data.py 50f3532ff1835fba ran · our draft was wrong fingerprinted no licence file found · pointer only
Improving Variational Inference with Inverse Autoregressive Flow 15 Jun 2016 openai/iaf/tf_utils/common.py 575cf7ef0fce2c37 unverified MIT (permissive)
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation 7 Jun 2016 xiaoyufenfei/LEDNet/imagenet-pretrain/lednet_imagenet.py 8f2448483b5d9342 ran · our draft was wrong fingerprinted MIT (permissive)
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation 28 Mar 2016 pvtien96/CXRAbnormalityLocalization/src/Yolov5/make_dataset.py 3441854d7d24891f unverified Apache-2.0 (permissive)
Deep Residual Learning for Image Recognition 10 Dec 2015 alalagong/LEDNet/train/lednet.py 8f2448483b5d9342 ran · our draft was wrong fingerprinted MIT (permissive)
SSD: Single Shot MultiBox Detector 8 Dec 2015 aubricot/object_detection_for_image_cropping/object_detection_for_image_cropping/chiroptera/.archive/chiroptera_generate_tfrecord.py 21099a7cea8bf95e unverified MIT (permissive)
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks 9 Jun 2015 oplatek/e2end/e2end/utils.py e60cce6899e60e6a unverified Apache-2.0 (permissive)
FaceNet: A Unified Embedding for Face Recognition and Clustering 12 Mar 2015 altndrr/persona/src/utils/path.py a5f0faf85263079d unverified MIT (permissive)
Show and Tell: A Neural Image Caption Generator 17 Nov 2014 yuyay/chainer_nic/datasets.py bb0b8cedb4bac982 unverified MIT (permissive)
Auto-Encoding Variational Bayes 20 Dec 2013 LynnHo/VAE-Tensorflow/pylib/path.py ded2db9b11b1035e unverified MIT (permissive)
arXiv:aaai_29103 yaoyao-yaoyao-cell/CRCG/datasets/graphsst2_dataset.py fe7d97d9abf11937 ran 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