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flatten

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

flatten appears in the code Syntology harvested for 178 papers, as 127 distinct code bodies found in 183 places (a place is one code body under one paper). At least one of them ran in 97 of the papers; 21 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 flatten 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 61 of the 127 distinct code bodies named flatten; 66 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

19ran · honoured contract
3ran · violated contract
8ran · our draft was wrong
2ran · fixture could not drive it
29ran
66unverified
21fingerprinted

Licence is a property of each copy, so it is counted per place: 51 of the 183 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

100 papers shown of 178 (newest first; the JSON twin carries all 183 places); 102 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 11 papers added by Syntology; 11 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
Learning Multimodal One-step Flow Policy via Value-weighted Optimal Transport added by Syntology 2026-09 (from id) Yonsei-DILLab/OptiFlow/optiflow/evaluation.py c40b0fb1eb8f27fa ran no licence file found · pointer only
End-to-End Fairness Optimization with Fair Decision-Focused Learning added by Syntology 2026-07 (from id) DennisWang2488/fair-dfl/fair_dfl_moo/src/fair_dfl/metrics.py da7c1e07152af555 ran fingerprinted MIT (permissive)
Human-Alignment, Calibration, and Activation Patterns in Large Language Model Uncertainty added by Syntology 2026-05 (from id) KyleAMoore/LLM-UQ-Align-and-Calibrate/Analysis/parquet_to_csv/parquet_to_csv.py 9594fce02d333ff9 ran MIT (permissive)
Entropy-Regularized Adjoint Matching for Offline Reinforcement Learning added by Syntology 2026-05 (from id) ColinQiyangLi/qam/evaluation.py c40b0fb1eb8f27fa ran MIT (permissive)
REASONX: Declarative Reasoning on Explanations added by Syntology 2026-02 (from id) lstate/reasonx/src/dautils.py 75710c63acdaa0b0 unverified MIT (permissive)
Mitigating Shortcut Learning via Feature Disentanglement in Medical Imaging: A Benchmark Study added by Syntology 2026-02 (from id) berenslab/medical-shortcut-mitigation/src/shortcut/config.py e0d2ff890c92b27e unverified MIT (permissive)
UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents added by Syntology 2026-02 (from id) NEUIR/UNIKIE-BENCH/src/kie_evaluator.py 75bdbe1b0b5829c3 ran · our draft was wrong MIT (permissive)
Enabling Progressive Whole-slide Image Analysis with Multi-scale Pyramidal Network added by Syntology 2026-02 (from id) szc19990412/TransMIL/MyLoss/ND_Crossentropy.py 308002c4fb135bbe unverified no licence file found · pointer only
How Much of a Model Do We Need? Redundancy and Slimmability in Remote Sensing Foundation Models added by Syntology 2026-01 (from id) IBM/terratorch/terratorch/cli_tools.py b8626471d6ba88dd unverified Apache-2.0 (permissive)
Mitigating Privacy-Utility Trade-off in Decentralized Federated Learning via f -Differential Privacy added by Syntology 2025-10 (from id) lx10077/PN-f-DP/corelated_noises/misc.py 3f3febe09cc2eb46 unverified no licence file found · pointer only
AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks added by Syntology 2025-08 (from id) FairyFali/AgentTTS/code_others/archon_taskbench.py 1008279aff0e9c6c unverified Apache-2.0 (permissive)
arXiv:2507.16459 2025-07 (from id) IBM/tool_guard/src/toolguard/common/array.py 2e9f6beb228845db unverified Apache-2.0 (permissive)
arXiv:2506.07255 2025-06 (from id) jacobandreas/psketch/misc/util.py 56b9de9f5cc2133a unverified Apache-2.0 (permissive)
Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning 8 Mar 2025 francelico/deac-rep/procgen_experiments/eval_utils/mutual_info_procgen_eval.py 2e836db324c441d5 unverified MIT (permissive)
Towards Text-Image Interleaved Retrieval 18 Feb 2025 HumanSignal/label-studio/label_studio/core/bulk_update_utils.py e74c059f314bd944 unverified Apache-2.0 (permissive)
Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization 3 Feb 2025 kwai-kolors/lpo/lpo/train_scripts/train_lpo.py 6089b8cb0436567c ran · honoured contract MIT (permissive)
Diffusion Predictive Control with Constraints 12 Dec 2024 ralfroemer99/dpcc/diffuser/datasets/normalization.py 505d6b06c543b4fb unverified MIT (permissive)
Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data 10 Dec 2024 zhouzypaul/wsrl/wsrl/common/evaluation.py 9d3700fce00503d8 unverified no licence file found · pointer only
Path-Guided Particle-based Sampling 4 Dec 2024 identical code first harvested elsewhere cdc64e98aaf2dd54 ran · honoured contract licence of this copy not recorded
Parameter Efficient Instruction Tuning: An Empirical Study 25 Nov 2024 AdaBit-AI/parameter_efficient_instruction_tuning/utils.py 96ed0b37ba724222 unverified Apache-2.0 (permissive)
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning 31 Oct 2024 ubc-tea/local-superior-soups/system/utils/soups/superior_soups.py cdc64e98aaf2dd54 ran · honoured contract no licence file found · pointer only
Offline Behavior Distillation 30 Oct 2024 leaveslei/obd/obd_bptt.py 3155dcd1f7d26b1f ran · honoured contract no licence file found · pointer only
Where Do Large Learning Rates Lead Us? 29 Oct 2024 isadrtdinov/understanding-large-lrs/convolutional_networks/training_utils.py cdc64e98aaf2dd54 ran · honoured contract Apache-2.0 (permissive)
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference 26 Oct 2024 oakleytan/fedssp/client.py 53cf41bd16589e0a ran · honoured contract no licence file found · pointer only
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference 26 Oct 2024 oakleytan/fedssp/server.py 3df6bc19fffe52a2 ran · honoured contract no licence file found · pointer only
Multi-Robot Motion Planning with Diffusion Models 4 Oct 2024 yoraish/mmd/mmd/datasets/normalization.py d910cc55fcc7a3e1 ran licence not identified · pointer only
Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage 23 Aug 2024 bytedance/byteff/byteff/model/swag.py 7fe67c4b8d6af086 ran Apache-2.0 (permissive)
The Data Addition Dilemma 8 Aug 2024 the-chen-lab/data-addition-dilemma/Yelp-MIMIC/run_dip.py 8e277d9a0db29745 ran no licence file found · pointer only
Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends 31 Jul 2024 SapienzaNLP/maverick-coref/maverick/common/util.py 20922c79a0929bbf ran · honoured contract no licence file found · pointer only
Isometric Representation Learning for Disentangled Latent Space of Diffusion Models 16 Jul 2024 isno0907/isodiff/dnnlib/tflib/tfutil.py 60b94c25d0f83c48 ran no licence file found · pointer only
LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts 6 Jul 2024 yijia-xiao/logicvista/label_studio/core/bulk_update_utils.py e74c059f314bd944 unverified Apache-2.0 (permissive)
ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models 28 Jun 2024 toolbehonest/toolbehonest/utils/calculate_metrics.py 85def4810dd23c07 ran fingerprinted MIT (permissive)
From Majority to Minority: A Diffusion-based Augmentation for Underrepresented Groups in Skin Lesion Analysis 26 Jun 2024 janet-sw/skin-diff/scripts/train_classifier.py edf12aeeff5e2f0a ran · violated contract fingerprinted no licence file found · pointer only
Causal Estimation of Memorisation Profiles 6 Jun 2024 pietrolesci/memorisation-profiles/src/utilities.py d2d591b2619db1bd ran Apache-2.0 (permissive)
WebSuite: Systematically Evaluating Why Web Agents Fail 1 Jun 2024 erichli1/websuite/evaluation/utils.py 6487e6a6f8d2e989 ran MIT (permissive)
Accelerating Simulation of Two-Phase Flows with Neural PDE Surrogates 27 May 2024 yoeripoels/neural-pde-surrogates/src/configs/parse.py 915a44b427e97e71 ran no licence file found · pointer only
Efficient multi-prompt evaluation of LLMs 27 May 2024 felipemaiapolo/prompteval/prompteval/dist_evaluation.py aa8b6cfacbbfd0f8 ran · honoured contract MIT (permissive)
Does SGD really happen in tiny subspaces? 25 May 2024 locuslab/edge-of-stability/src/cifar.py 5ae58d45938cf313 ran fingerprinted no licence file found · pointer only
DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation 23 May 2024 huey0528/icml24didi/diffuser/datasets/normalization.py 505d6b06c543b4fb unverified no licence file found · pointer only
Learning Diffusion Priors from Observations by Expectation Maximization 22 May 2024 francois-rozet/diffusion-priors/diem/image.py 16054a7e9332b4ef ran MIT (permissive)
Gaussian Stochastic Weight Averaging for Bayesian Low-Rank Adaptation of Large Language Models 6 May 2024 fortuinlab/swag-lora/SWAG.py cdc64e98aaf2dd54 ran · honoured contract MIT (permissive)
Stabilizing Backpropagation Through Time to Learn Complex Physics 3 May 2024 tum-pbs/stablebptt/CartPole/Simulations/01/training.py 71c7f883fbdb43ef ran · honoured contract fingerprinted GPL-3.0 (copyleft) · pointer only
The Role of Language Imbalance in Cross-lingual Generalisation: Insights from Cloned Language Experiments 11 Apr 2024 antonschafer/xling-imbalance/languini/common_lib/common_utils.py a8511d4b33e30fa1 ran Apache-2.0 (permissive)
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking 14 Mar 2024 expz/quiet-star/quiet_star/config.py 2401f633aa000f98 unverified MIT (permissive)
MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning 11 Mar 2024 bigheiniu/mend/src/dataset_distill.py c59d43339d50b24a ran · honoured contract licence not identified · pointer only
L+M-24: Building a Dataset for Language + Molecules @ ACL 2024 22 Feb 2024 language-plus-molecules/lpm-24-dataset/evaluation/create_heldout_file.py 7e2f49645b16c9b8 ran no licence file found · pointer only
Simple linear attention language models balance the recall-throughput tradeoff 28 Feb 2024 hazyresearch/zoology/zoology/utils.py e66720e1309bfffc ran Apache-2.0 (permissive)
Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings 27 Feb 2024 kvfrans/fre/common/evaluation.py 12a345043a2eef22 ran no licence file found · pointer only
Coercing LLMs to do and reveal (almost) anything 21 Feb 2024 jonasgeiping/carving/carving/utils.py af4d91549465a11f ran MIT (permissive)
Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities 16 Feb 2024 mingyuj666/time-series-forecasting-with-llms/models/utils.py 4d2db8ac4af8bffc unverified no licence file found · pointer only
Two Tales of Single-Phase Contrastive Hebbian Learning 13 Feb 2024 Rasmuskh/dualprop_icml_2024/src/models.py 72f016c45e58c123 ran fingerprinted no licence file found · pointer only
Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI 25 Jan 2024 IBM/unitxt/src/unitxt/collections_operators.py 876993e83f861993 ran fingerprinted Apache-2.0 (permissive)
VLLaVO: Mitigating Visual Gap through LLMs 6 Jan 2024 LL-a-VO/VLLaVO/lens/model.py 20922c79a0929bbf ran · honoured contract no licence file found · pointer only
The Rise of Diffusion Models in Time-Series Forecasting 5 Jan 2024 ai4healthuol/sssd/src/utils/util.py c711b513a9afe00d ran MIT (permissive)
State of What Art? A Call for Multi-Prompt LLM Evaluation 31 Dec 2023 identical code first harvested elsewhere aa8b6cfacbbfd0f8 ran · honoured contract licence of this copy not recorded
Deep Generative Symbolic Regression 30 Dec 2023 samholt/deepgenerativesymbolicregression/config.py f77001035699a79b unverified no licence file found · pointer only
BlackboxBench: A Comprehensive Benchmark of Black-box Adversarial Attacks 2023-12 (from id) SCLBD/BlackboxBench/transfer/model_refinement.py cdc64e98aaf2dd54 ran · honoured contract no licence file found · pointer only
Rethinking Tabular Data Understanding with Large Language Models 27 Dec 2023 Leolty/tablellm/evaluate.py f4e20da00a5d2f24 ran fingerprinted Apache-2.0 (permissive)
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training Data 16 Dec 2023 mli-lab/mri_data_diversity/utils/utils.py 20922c79a0929bbf ran · honoured contract Apache-2.0 (permissive)
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook 8 Dec 2023 yilmazkadir/segmentation_losses/losses/utils.py 1abb302838ca6a2c ran no licence file found · pointer only
You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments 16 Nov 2023 orange0629/llm-personas/src/prompt-variation/run_prompts_on_models.py 20922c79a0929bbf ran · honoured contract no licence file found · pointer only
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning 7 Nov 2023 bcdnlp/structure-qa/src/knowledge_graph_generation.py b7d4fb2b56b0a006 ran GPL-3.0 (copyleft) · pointer only
Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning 27 Oct 2023 LeapLabTHU/FamO2O/jax_cql/viskit/core.py 20922c79a0929bbf ran · honoured contract MIT (permissive)
Diversify Question Generation with Retrieval-Augmented Style Transfer 23 Oct 2023 gouqi666/RAST/nltk_bleu.py 2d88efd7d24b1337 ran no licence file found · pointer only
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines 5 Oct 2023 stanfordnlp/dsp/dspy/dsp/utils/utils.py f3fc668675b416fa ran MIT (permissive)
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control 26 Sep 2023 nathanrahn/return-landscapes/run_algorithm/util/dict_util.py dd9c70cd9fdd268c ran no licence file found · pointer only
Nougat: Neural Optical Understanding for Academic Documents 25 Aug 2023 facebookresearch/nougat/nougat/dataset/split_md_to_pages.py c7b10fd9591e244d ran MIT (permissive)
Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language 28 Jun 2023 contextualai/lens/lens/model.py 20922c79a0929bbf ran · honoured contract Apache-2.0 (permissive)
Neighborhood-based Hard Negative Mining for Sequential Recommendation 12 Jun 2023 floatsdsds/gnno/src/topology.py 28b7297a7c749237 unverified MIT (permissive)
Distribution Shift Inversion for Out-of-Distribution Prediction 14 Jun 2023 yu-rp/distribution-shift-iverson/DSI/DiffusionModel/post_processing.py e57760f9904f71d8 unverified Apache-2.0 (permissive)
14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon 9 Jun 2023 qai222/llm_organic_synthesis/ord/utils.py 7fe51e1fe114abe7 unverified MIT (permissive)
Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning 29 May 2023 tinnerhrhe/MTDiff/diffuser/datasets/normalization.py 505d6b06c543b4fb unverified MIT (permissive)
Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark 17 May 2023 yjw1029/embmarker/src/utils.py f77001035699a79b unverified MIT (permissive)
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering 3 Mar 2023 milvlg/prophet/prophet/stage1/model/net_utils.py 0ae3d3fa436c0fdc unverified Apache-2.0 (permissive)
A Large-Scale Multilingual Study of Visual Constraints on Linguistic Selection of Descriptions 9 Feb 2023 microsoft/Recognizers-Text/Python/libraries/recognizers-text/recognizers_text/utilities.py db13e765436f8fc0 unverified MIT (permissive)
Direct Preference-based Policy Optimization without Reward Modeling 30 Jan 2023 snu-mllab/DPPO/viskit/core.py 20922c79a0929bbf ran · honoured contract MIT (permissive)
Diffusion-based Conditional ECG Generation with Structured State Space Models 19 Jan 2023 ai4healthuol/sssd-ecg/src/sssd/utils/util.py c711b513a9afe00d ran MIT (permissive)
NeRN -- Learning Neural Representations for Neural Networks 27 Dec 2022 maorash/nern/NeRN/log_utils.py 43c4d88296b94a63 unverified MIT (permissive)
Expressive architectures enhance interpretability of dynamics-based neural population models 7 Dec 2022 snel-repo/expressive-latent-dynamics-paper/paper_src/utils.py 50f9661f1274f758 unverified Apache-2.0 (permissive)
Scaling Language-Image Pre-training via Masking 1 Dec 2022 lucidrains/x-clip/x_clip/visual_ssl.py 4daa3e876f494d75 ran · honoured contract fingerprinted MIT (permissive)
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing 23 Nov 2022 yuetan031/fedstar/lib/client.py 53cf41bd16589e0a ran · honoured contract no licence file found · pointer only
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing 23 Nov 2022 yuetan031/fedstar/lib/server.py 3df6bc19fffe52a2 ran · honoured contract no licence file found · pointer only
Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories 12 Oct 2022 scottemmons/youngs-cql/viskit/core.py 20922c79a0929bbf ran · honoured contract MIT (permissive)
Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation 8 Oct 2022 ioanabica/htce-learners/utils.py 3123bf550664f9f7 unverified MIT (permissive)
Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design 6 Oct 2022 keiradams/squid/train_scorer.py 518db76fa003234d unverified MIT (permissive)
A Dataset of Alt Texts from HCI Publications: Analyses and Uses Towards Producing More Descriptive Alt Texts of Data Visualizations in Scientific Papers 2022-09 (from id) allenai/hci-alt-texts/models/semantic_level_classifier/prep_data.py 294e7e68e1885cb5 ran · honoured contract Apache-2.0 (permissive)
Turning Normalizing Flows into Monge Maps with Geodesic Gaussian Preserving Flows 22 Sep 2022 morel-g/gpflow/src/euler_net/ode_solver.py 4c4d7fe8b9d31b03 ran · honoured contract MIT (permissive)
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification 1 Sep 2022 identical code first harvested elsewhere 4daa3e876f494d75 ran · honoured contract fingerprinted licence of this copy not recorded
Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms 19 Jul 2022 awslabs/gluonts/src/gluonts/maybe.py 4cd8c833a319daa5 unverified Apache-2.0 (permissive)
Can large language models reason about medical questions? 17 Jul 2022 vlievin/medical-reasoning/medical_reasoning/models/reasoner.py 8b228645da52c2c6 unverified Apache-2.0 (permissive)
BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping 24 Jun 2022 GasserElbanna/serab-byols/byol_a/byol_pytorch.py b1e8cbc9095c2699 unverified MIT (permissive)
Learning Debiased Classifier with Biased Committee 22 Jun 2022 nayeong-v-kim/lwbc/SSL/byol/builder.py 4daa3e876f494d75 ran · honoured contract fingerprinted MIT (permissive)
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine 21 Jun 2022 sail-sg/envpool/envpool/craftax/oracle.py 29f63787cb6f151f unverified Apache-2.0 (permissive)
Learning to Accelerate Partial Differential Equations via Latent Global Evolution 15 Jun 2022 snap-stanford/le_pde/utils.py 27752dc963653334 unverified MIT (permissive)
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction 12 Jun 2022 Jacobieee/ST-MR/code/pred_models.py 031388c8384c9227 ran · our draft was wrong fingerprinted no licence file found · pointer only
Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning 10 Jun 2022 tliu1997/arnpg-morl/Acrobot-v1/ARNPG-EPD_acrobot.py 20922c79a0929bbf ran · honoured contract MIT (permissive)
Learning ReLU networks to high uniform accuracy is intractable 26 May 2022 juliusberner/theory2practice/theory2practice/utils.py 22aa73522242da0b unverified MIT (permissive)
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution 25 May 2022 shon-otmazgin/fastcoref/fastcoref/utilities/util.py 20922c79a0929bbf ran · honoured contract MIT (permissive)
The Causal News Corpus: Annotating Causal Relations in Event Sentences from News 25 Apr 2022 tanfiona/causalnewscorpus/curation/subtask2.py e3f17b0f2e9f8c37 unverified CC0-1.0 (permissive)
What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment 19 Apr 2022 allenai/regset/sample_v2.py 0a62cf336967375b ran · honoured contract no licence file found · pointer only
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification 30 Mar 2022 activatedgeek/bayesian-classification/src/bnn_priors/bnn_priors/notebook_utils.py 0529d320cd63ce5a unverified Apache-2.0 (permissive)
Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty 1 Feb 2022 sungnyun/cd-fsl/methods/byol.py 4daa3e876f494d75 ran · honoured contract 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".

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