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load_experiment

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

load_experiment appears in the code Syntology harvested for 10 papers, as 10 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 1 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_experiment 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 2 of the 10 distinct code bodies named load_experiment; 8 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
8unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 11 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

10 papers shown of 10, newest first; 11 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. 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
A Feature-Major Codebook for Memory-Efficient Sparse-Binary Self-Organizing Maps: Scaling a MEDLINE Atlas to 1.05 Million Neurons on a Single Consumer GPU added by Syntology 2026-08 (from id) mongrolwarrior/sparsesom-paper1/pipeline/config.py cd5839913a33398d unverified MIT (permissive)
A Benchmark and Framework for Evaluating Next Action Predictions in Spreadsheets added by Syntology 2026-06 (from id) Tej-55/NAPE/src/next_action_pred_eval/dashboard/data_loader.py 7d4826a727fc90c0 unverified licence not identified · pointer only
The Model Parking Tax: Quantifying the Hidden Energy Cost of Always-On GPU Model Deployment added by Syntology 2026-05 (from id) 8bitai/gpu-parking-tax/analysis/generate_paper_figures.py ed95d29e0617c1cf ran no licence file found · pointer only
The Model Parking Tax: Quantifying the Hidden Energy Cost of Always-On GPU Model Deployment added by Syntology 2026-05 (from id) 8bitai/gpu-parking-tax/analysis/phase2_controlled.py 8ef1733633c787e4 ran no licence file found · pointer only
SignDATA: Data Pipeline for Sign Language Translation added by Syntology 2026-04 (from id) balaboom123/signdata-slt/src/signdata/config/experiment.py 0e1160cb1529a3b0 unverified MIT (permissive)
Data-Driven System Identification of Quadrotors Subject to Motor Delays 2024-04 (from id) rl-tools/rl-tools/src/rl/zoo/l2f/plot_learning_curves.py 06ed9cd443fc5c37 unverified MIT (permissive)
Implicit Neural Networks with Fourier-Feature Inputs for Free-breathing Cardiac MRI Reconstruction 11 May 2023 mli-lab/cinemri/experiments/experiment_fmlp.py 1587b2f6530292ba unverified no licence file found · pointer only
OpenAL: Evaluation and Interpretation of Active Learning Strategies 11 Apr 2023 dataiku-research/openal/bench/experiment.py e2a19f24f317b2fe unverified Apache-2.0 (permissive)
EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search 12 Oct 2022 pedrambakh/ec-nas-bench/ecnas/baselines/core/multiobjective_experiment.py 45e296fc334698d8 unverified MIT (permissive)
Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization 3 May 2021 automl/multi-obj-baselines/baselines/core/multiobjective_experiment.py 45e296fc334698d8 unverified Apache-2.0 (permissive)
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders 3 Apr 2019 rgalhama/diora/pytorch/diora/utils/checkpoint.py 056af46d1aab23e9 unverified 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".

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