Home › Code › load_params

load_params

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

load_params appears in the code Syntology harvested for 24 papers, as 21 distinct code bodies found in 24 places (a place is one code body under one paper). At least one of them ran in 4 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 load_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 4 of the 21 distinct code bodies named load_params; 17 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
2ran
17unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 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 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
Modeling Robotics Dataset Construction as an Artifact-Based Build Process added by Syntology 2026-06 (from id) UniBwTAS/bagzel/processing_edges/rosbag_to_nuscenes/rosbag_to_nuscenes.py a67ae45790dbcbab ran no licence file found · pointer only
Reliable Hierarchical Operating System Fingerprinting via Conformal Prediction added by Syntology 2026-02 (from id) rubenpjove/CP-HOSfing/exps/data_split/src/inspect_splits.py d4256e0099a6c43e unverified GPL-3.0 (copyleft) · pointer only
Enabling Progressive Whole-slide Image Analysis with Multi-scale Pyramidal Network added by Syntology 2026-02 (from id) mahmoodlab/CLAM/create_heatmaps.py 0e0d4a1ac74c2632 unverified GPL-3.0 (copyleft) · pointer only
SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas 18 Mar 2025 cooperativex/SocialJax/socialjax/wrappers/baselines.py 49aab14412fc1c9a unverified Apache-2.0 (permissive)
Learning Structured Representations with Hyperbolic Embeddings 2 Dec 2024 uiuctml/HypStructure/param.py 8cf34e6994805544 unverified MIT (permissive)
Learning the Language of Protein Structure 24 May 2024 instadeepai/protein-structure-tokenizer/scripts/gpt_generation.py 46e1ad9cfa2ae6da ran · our draft was wrong Apache-2.0 (permissive)
Language models scale reliably with over-training and on downstream tasks 13 Mar 2024 mlfoundations/scaling/generate.py c15efa47adf2a6a5 ran MIT (permissive)
SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration 22 Aug 2022 Anttwo/SCONE/SCONE/scone_utils.py 15a5b00fb3bef56b unverified MIT (permissive)
Neural Manifold Clustering and Embedding 24 Jan 2022 zengyi-li/nmce-release/NMCE/utils.py 5c601233055c4bd6 unverified MIT (permissive)
Improving VAE based molecular representations for compound property prediction 13 Jan 2022 znavoyan/vae-embeddings/chemical_vae/chemvae/hyperparameters.py 477556f5d7718b5c unverified Apache-2.0 (permissive)
Generating Symbolic Reasoning Problems with Transformer GANs 19 Oct 2021 reactive-systems/TGAN-SR/impl/tgan_sr/train/common.py 9019d6c79504cf88 unverified MIT (permissive)
Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation 24 Jun 2021 google/brax/brax/io/model.py 09c1b8b503539f17 unverified Apache-2.0 (permissive)
Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines 28 May 2021 AurelienDecelle/TorchRBM/rbm/io.py 326a513148daf652 unverified MIT (permissive)
Crystallography companion agent for high-throughput materials discovery 2020-08 (from id) maffettone/xca/xca/data_synthesis/builder.py bd867e38cfa1b5b6 unverified BSD-3-Clause (permissive)
Noise Robust Generative Adversarial Networks 26 Nov 2019 takuhirok/NR-GAN/utils/util.py ccea5a256a1d3d25 unverified MIT (permissive)
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good 16 Jun 2019 ohyj1002/persuasionforgood/classifier/charModel/encoder.py 9b606f61e34bd25b unverified Apache-2.0 (permissive)
Compressed Sensing: From Research to Clinical Practice with Data-Driven Learning 19 Mar 2019 MRSRL/dl-cs/model.py 8725fd3b1935174c unverified MIT (permissive)
On Output Activation Functions for Adversarial Losses: A Theoretical Analysis via Variational Divergence Minimization and An Empirical Study on MNIST Classification 25 Jan 2019 salu133445/dan/src/dan/utils.py 88a4709aadaa1849 unverified MIT (permissive)
Label-Noise Robust Generative Adversarial Networks 27 Nov 2018 takuhirok/CP-GAN/utils/util.py 57755471b051cbe4 unverified MIT (permissive)
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation 25 Apr 2018 salu133445/musegan/src/musegan/utils.py 88a4709aadaa1849 unverified MIT (permissive)
Learning to Generate Reviews and Discovering Sentiment 5 Apr 2017 openai/generating-reviews-discovering-sentiment/encoder.py 9b606f61e34bd25b unverified MIT (permissive)
Automatic chemical design using a data-driven continuous representation of molecules 7 Oct 2016 aspuru-guzik-group/chemical_vae/chemvae/hyperparameters.py 477556f5d7718b5c unverified Apache-2.0 (permissive)
Deep Residual Learning for Image Recognition 10 Dec 2015 axmoyal/Steganalysis-with-CNN/models.py f56f84578713276a ran · our draft was wrong no licence file found · pointer only
arXiv:aaai_26457 Restel/grasmos/functions.py f26e508ec9242eda 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".

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