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get_params

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

get_params appears in the code Syntology harvested for 53 papers, as 41 distinct code bodies found in 55 places (a place is one code body under one paper). At least one of them ran in 25 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 get_params 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 15 of the 41 distinct code bodies named get_params; 26 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
9ran
26unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 16 of the 55 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

53 papers shown of 53, newest first; 55 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 2 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
Unlearners Can Lie: Evaluating and Improving Honesty in LLM Unlearning added by Syntology 2026-05 (from id) OPTML-Group/ReVa/src/train/reva/utils.py db42ee03f6308ed9 ran · our draft was wrong no licence file found · pointer only
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching added by Syntology 2026-01 (from id) bytedance/FTRL/Code/utils/utils.py 501d2100f7741a14 unverified Apache-2.0 (permissive)
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework 17 Apr 2025 event-ahu/cm3ae/transform.py a5d41302c947503d unverified MIT (permissive)
LLM Unlearning Reveals a Stronger-Than-Expected Coreset Effect in Current Benchmarks 14 Apr 2025 optml-group/mu-coreset/wmdp/evals/check_LMC_npo_dist.py db42ee03f6308ed9 ran · our draft was wrong no licence file found · pointer only
Regulatory DNA sequence Design with Reinforcement Learning 11 Mar 2025 yangzhao1230/taco/dna_optimizers/mbo_optimizaer.py dfa03c551cddcb56 unverified MIT (permissive)
Loss-to-Loss Prediction: Scaling Laws for All Datasets 19 Nov 2024 KempnerInstitute/loss-to-loss-notebooks/curve_fitting.py f9b4804cb87312af unverified no licence file found · pointer only
Underwater Image Enhancement with Cascaded Contrastive Learning 16 Nov 2024 lewis081/ccl-net/datasets/base_dataset.py d80e86b2b7fb857b unverified Apache-2.0 (permissive)
Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks 22 Oct 2024 antbaez9/pinn-proj/graphing/landscape_pinn_proj.py 66c91b3b0e4da80b unverified MIT (permissive)
On Effects of Steering Latent Representation for Large Language Model Unlearning 12 Aug 2024 RebelsNLU-jaist/llm-unlearning/baselines/adap_rmu/utils.py db42ee03f6308ed9 ran · our draft was wrong no licence file found · pointer only
Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent Encoding 20 Jul 2024 jtaoz/gkpile-deconvolution/utils/common_utils.py 9625c9dff59db88e ran BSD-2-Clause (permissive)
PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates 20 Jul 2024 jun-jie-shi/passion/code/utils/lr_scheduler.py d51dae9ac1ba0359 ran Apache-2.0 (permissive)
Jogging the Memory of Unlearned LLMs Through Targeted Relearning Attacks 19 Jun 2024 s-huu/jog_llm_memory/wmdp/src/utils.py db42ee03f6308ed9 ran · our draft was wrong Apache-2.0 (permissive)
Token-wise Influential Training Data Retrieval for Large Language Models 20 May 2024 huawei-lin/RapidIn/RapidIn/calc_inner.py 3a23080f60e58f47 ran licence not identified · pointer only
UniDepth: Universal Monocular Metric Depth Estimation 27 Mar 2024 lpiccinelli-eth/unidepth/unidepth/models/unidepthv1/unidepthv1.py 1a61b6729f16be14 ran licence not identified · pointer only
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition 26 Mar 2024 karl1109/scsegamba/datasets/base_dataset.py c46f5dafa31a96bf unverified Apache-2.0 (permissive)
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition 26 Mar 2024 karl1109/scsegamba/datasets/utils.py 4956e4440feb1f58 unverified Apache-2.0 (permissive)
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning 5 Mar 2024 centerforaisafety/wmdp/rmu/utils.py db42ee03f6308ed9 ran · our draft was wrong MIT (permissive)
TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis 26 Feb 2024 saberatalukder/totem/forecasting/generalist_eval.py 96092138a8882ebc ran no licence file found · pointer only
Rethinking Node-wise Propagation for Large-scale Graph Learning 9 Feb 2024 xkli-allen/atp/utils.py 91d49ad9b60806e7 ran no licence file found · pointer only
LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning 22 Jan 2024 xkli-allen/lightdic/utils.py 91d49ad9b60806e7 ran no licence file found · pointer only
LLM360: Towards Fully Transparent Open-Source LLMs 11 Dec 2023 llm360/analysis360/analysis/unlearning/utils/model_utils.py a6241d707feb5c00 ran Apache-2.0 (permissive)
Combinatorial Optimization with Policy Adaptation using Latent Space Search 13 Nov 2023 instadeepai/compass/compass/trainers/validation_utils.py a5bda23e4f88eecf unverified licence not identified · pointer only
End-to-End Learning of Behavioural Inputs for Autonomous Driving in Dense Traffic 2023-10 (from id) jatan12/diffproj/extract_param_cvae.py 210a938558a71400 unverified MIT (permissive)
Denoising Diffusion Step-aware Models 5 Oct 2023 envision-research/ddsm/profile.py e2db4aa1fd031021 ran MIT (permissive)
FDAPT: Federated Domain-adaptive Pre-training for Language Models 12 Jul 2023 scylj1/FDAPT/fdabert.py 7f6cdc8aa998536f ran no licence file found · pointer only
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events 15 Jun 2023 sony/audio-visual-seld-dcase2023/dcase2022_task3_seld_metrics/parameters.py 6f9b312e4a5c8fd5 unverified MIT (permissive)
Certified Training: Small Boxes are All You Need 10 Oct 2022 eth-sri/sabr/src/util.py caeec8b2bd7730d3 unverified MIT (permissive)
Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization 7 Oct 2022 instadeepai/poppy/poppy/trainers/validation.py a5bda23e4f88eecf unverified Apache-2.0 (permissive)
Emergent Communication: Generalization and Overfitting in Lewis Games 30 Sep 2022 identical code first harvested elsewhere 1ff2e1e339d9123b ran · our draft was wrong licence of this copy not recorded
Rewriting Geometric Rules of a GAN 28 Jul 2022 peterwang512/ganwarping/datasets/base_dataset.py d80e86b2b7fb857b unverified MIT (permissive)
Characterizing and Optimizing End-to-End Systems for Private Inference 2022-07 (from id) kvgarimella/characterizing-private-inference/artifact/client_vs_server.py cacd88da5725fa99 unverified MIT (permissive)
MobileOne: An Improved One millisecond Mobile Backbone 8 Jun 2022 federicopozzi33/MobileOne-PyTorch/mobileone_pytorch/_mobileone_network.py c0f962b136ec921d unverified Apache-2.0 (permissive)
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation 6 Jun 2022 yaozhang93/mmformer/mmformer/utils/lr_scheduler.py d51dae9ac1ba0359 ran Apache-2.0 (permissive)
On the role of population heterogeneity in emergent communication 2022-04 (from id) MathieuRita/Population/src/zoo/populations/custom_experiments.py 1ff2e1e339d9123b ran · our draft was wrong MIT (permissive)
Learning to generate line drawings that convey geometry and semantics 23 Mar 2022 carolineec/informative-drawings/base_dataset.py d80e86b2b7fb857b unverified MIT (permissive)
MAXIM: Multi-Axis MLP for Image Processing 9 Jan 2022 vztu/maxim-pytorch/maxim_pytorch/jax2torch.py 1b0d800507b48241 unverified Apache-2.0 (permissive)
Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers 22 Sep 2021 gsarti/it5/inference/vars.py f74861ceb9e003dd unverified Apache-2.0 (permissive)
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation 6 Jul 2021 alsgkals2/CoReD_Released/TGD.py a6a51242455508a3 unverified MIT (permissive)
HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers 11 Jun 2021 dingmyu/HR-NAS/utils/model_profiling.py e2db4aa1fd031021 ran MIT (permissive)
Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix 10 Jun 2021 gdisag/gradient_disaggregation/fedavg_test.py bdcaa5d25a63aab9 ran · honoured contract no licence file found · pointer only
TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search 25 May 2021 kmdanielduan/TransNASBench/lib/models/model_info.py a8ddf8c8aed9b1bc unverified MIT (permissive)
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations 14 May 2021 taoyang1122/MutualNet/utils/model_profiling.py e2db4aa1fd031021 ran MIT (permissive)
Fast Certified Robust Training with Short Warmup 31 Mar 2021 shizhouxing/Fast-Certified-Robust-Training/manual_init.py caeec8b2bd7730d3 unverified BSD-3-Clause (permissive)
Addressing the Topological Defects of Disentanglement via Distributed Operators 10 Feb 2021 facebookresearch/Addressing-the-Topological-Defects-of-Disentanglement/run_experiments_real.py 3ff22d69baec8e3d ran · our draft was wrong licence not identified · pointer only
Self-Supervised Variational Auto-Encoders 5 Oct 2020 ioangatop/srVAE/src/utils/utils.py 32c3519c7222d956 unverified MIT (permissive)
Contrastive Learning of Medical Visual Representations from Paired Images and Text 2 Oct 2020 tjdevWorks/ConVIRT-Federated/src/flwr_client.py 525d703da285cb16 unverified Apache-2.0 (permissive)
Robust pricing and hedging via neural SDEs 8 Jul 2020 ericavanee/bicausal_wasserstein_mtglproj/src/adapted_mtgl/utils.py 2ca5ad809ed2872b unverified MIT (permissive)
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks 26 Sep 2019 cc-hpc-itwm/GradVis/toolbox/Visualization.py 4b7de213d6a300c9 ran · honoured contract GPL-3.0 (copyleft) · pointer only
Attention-based Context Aggregation Network for Monocular Depth Estimation 29 Jan 2019 miraiaroha/ACAN/code/creator/params.py 8049f1ba083fcffa unverified MIT (permissive)
Post-training 4-bit quantization of convolution networks for rapid-deployment 2 Oct 2018 submission2019/cnn-quantization/inference/inference_sim.py f7e52a87dc81b79c unverified no licence file found · pointer only
Linguistically-Informed Self-Attention for Semantic Role Labeling 23 Apr 2018 strubell/LISA/src/attention_fns.py 0e84978dc1139b65 unverified Apache-2.0 (permissive)
Gated-Attention Readers for Text Comprehension 5 Jun 2016 bdhingra/ga-reader/config.py 5adc1d877badb089 ran · our draft was wrong BSD-2-Clause (permissive)
Gated-Attention Readers for Text Comprehension 5 Jun 2016 aartika/experiment1/config.py 02016e5f2ded9fc2 unverified BSD-2-Clause (permissive)
arXiv:aaai_28994 Alrash/EDM/src/DeepDG/alg/opt.py ecd2696484224277 unverified MIT (permissive)
arXiv:Li_Self-Supervised_Blind_Motion_Deblurring_With_Deep_Expectation_Maximization_CVPR_2023_paper Chilie/Deblur_MCEM/utils/common_utils.py 9625c9dff59db88e ran Apache-2.0 (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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