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silu

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

silu appears in the code Syntology harvested for 15 papers, as 10 distinct code bodies found in 17 places (a place is one code body under one paper). At least one of them ran in 14 of the papers; 5 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 silu 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 10 distinct code bodies named silu; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
3ran · our draft was wrong
1ran · fixture could not drive it
2ran
3unverified
5fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 17 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

15 papers shown of 15, newest first; 17 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. 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
Mamba Knockout for Unraveling Factual Information Flow 30 May 2025 nirendy/mamba-knockout/src/experiments/knockout/mamba/mamba2/minimal_mamba2.py 8558535d4b8ed416 ran · our draft was wrong fingerprinted MIT (permissive)
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation 24 Jun 2024 yyyyychen/LowMemoryBP/search_act/plot_results.py df56b7b4df2b7d62 ran fingerprinted MIT (permissive)
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation 24 Jun 2024 yyyyychen/lowmemorybp/search_act/sa_search.py fc28c3f7ab3434fd unverified MIT (permissive)
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation 24 Jun 2024 yyyyychen/LowMemoryBP/search_act/sa_search.py fbb6daa55e3cf79c unverified MIT (permissive)
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality 31 May 2024 tommyip/mamba2-minimal/mamba2.py 8558535d4b8ed416 ran · our draft was wrong fingerprinted Apache-2.0 (permissive)
On the Content Bias in Fréchet Video Distance 18 Apr 2024 songweige/tats/tats/tats_vqgan.py a8c56a46a8cde9c8 ran · our draft was wrong fingerprinted MIT (permissive)
ColorMNet: A Memory-based Deep Spatial-Temporal Feature Propagation Network for Video Colorization 9 Apr 2024 yyang181/colormnet/model/network.py a8c56a46a8cde9c8 ran · our draft was wrong fingerprinted no licence file found · pointer only
Mamba: Linear-Time Sequence Modeling with Selective State Spaces 1 Dec 2023 human9000/nd-mamba2-torch/torchnssd/nd_mamba2.py 8558535d4b8ed416 ran · our draft was wrong fingerprinted no licence file found · pointer only
19 Parameters Is All You Need: Tiny Neural Networks for Particle Physics 24 Oct 2023 abogatskiy/PELICAN-nano/src/layers/generic_layers.py f1b30721af3f5563 ran fingerprinted MIT (permissive)
Latent Video Diffusion Models for High-Fidelity Long Video Generation 23 Nov 2022 yingqinghe/lvdm/lvdm/models/modules/aemodules3d.py a8c56a46a8cde9c8 ran · our draft was wrong fingerprinted MIT (permissive)
PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant Aggregator Network for Particle Physics 1 Nov 2022 abogatskiy/pelican/src/layers/generic_layers.py f1b30721af3f5563 ran fingerprinted MIT (permissive)
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations 1 Sep 2022 Laborieux-Axel/holomorphic_eqprop/utils/functions.py b438bb89cb4b14aa unverified MIT (permissive)
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates 17 Jun 2022 rishikksh20/NU-Wave2-pytorch/model.py d9caeeced554450f ran · honoured contract MIT (permissive)
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis 30 May 2022 microsoft/neuralspeech/BinauralGrad/src/binauralgrad/model.py ea4b5e975b1e2ba8 ran · fixture could not drive it MIT (permissive)
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling 6 Apr 2021 rishikksh20/NU-Wave-pytorch/model.py d9caeeced554450f ran · honoured contract MIT (permissive)
Denoising Diffusion Probabilistic Models 19 Jun 2020 identical code first harvested elsewhere d9caeeced554450f ran · honoured contract licence of this copy not recorded
Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models 30 May 2018 ByMic/PETS/utils/ensemble.py 35f8aeec75f44df1 ran · our draft was wrong fingerprinted no licence file found · pointer only

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