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to_dict

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

to_dict appears in the code Syntology harvested for 13 papers, as 14 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 6 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 to_dict 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 7 of the 14 distinct code bodies named to_dict; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
6ran
7unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 14 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

13 papers shown of 13, newest first; 14 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. 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
Monroe: A Molecular Foundation Model for In-Context Probabilistic Inference added by Syntology 2026-08 (from id) blazejba/monroe/monroe/config.py 13bbeae9ca468095 ran MIT (permissive)
LEAP: Local ECT-Based Learnable Positional Encodings for Graphs added by Syntology 2025-10 (from id) aidos-lab/LEAP/experiments/experiments_list.py 31881e84670338be unverified BSD-3-Clause (permissive)
Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing 25 Nov 2024 universome/stylegan-v/src/infra/slurm_batch_launch.py 90b1bec775ebe652 unverified no licence file found · pointer only
LoGAH: Predicting 774-Million-Parameter Transformers using Graph HyperNetworks with 1/100 Parameters 25 May 2024 blackzxy/logah/genotypes.py 250edd91546f1b57 ran no licence file found · pointer only
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback 4 Feb 2024 pickxiguapi/uni-rlhf-platform/uni_rlhf/utils.py 5f825bf2f41fd48e unverified MIT (permissive)
Explicitly Disentangled Representations in Object-Centric Learning 18 Jan 2024 riccardomajellaro/disentangled-slot-attention/utils/prop_pred.py da16efa22d093d93 ran no licence file found · pointer only
Fairness in Serving Large Language Models 31 Dec 2023 s-lora/s-lora/benchmarks/exp_suite.py a027792a13b85ec3 ran Apache-2.0 (permissive)
Fairness in Serving Large Language Models 31 Dec 2023 ying1123/vtc-artifact/fair_bench/exp_suite.py ecdd469e9c7b7443 ran Apache-2.0 (permissive)
String Sound Synthesizer on GPU-accelerated Finite Difference Scheme 2023-11 (from id) jin-woo-lee/torch-fdtd-string/src/utils/config.py d38c605ce5b4324c ran GPL-3.0 (copyleft) · pointer only
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models 4 May 2023 staoxiao/RetroMAE/src/colbert/arguments.py 26f423cdf9e4ed58 unverified Apache-2.0 (permissive)
Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification 15 Sep 2022 LCS2-IIITD/Hyphen/amr/amr_dgl.py 69003c42a5f83853 unverified MIT (permissive)
An Empirical Investigation of Representation Learning for Imitation 16 May 2022 humancompatibleai/eirli/src/il_representations/algos/representation_learner.py 0f86bccccfbb58a6 ran · violated contract no licence file found · pointer only
DDSP: Differentiable Digital Signal Processing 14 Jan 2020 magenta/ddsp/ddsp/core.py 2527f406b8a45bcb unverified Apache-2.0 recorded; this copy not marked cleared · pointer only
A Tutorial on Formulating and Using QUBO Models 2018-11 (from id) tamuhey/qubogen/qubogen/utils.py 8de6b0f2c965d698 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