Home › Code › pca

pca

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

pca appears in the code Syntology harvested for 16 papers, as 13 distinct code bodies found in 16 places (a place is one code body under one paper). At least one of them ran in 6 of the papers; 2 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 pca 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 13 distinct code bodies named pca; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
3ran
9unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 4 of the 16 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

16 papers shown of 16, newest first; 16 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
EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models 25 Mar 2025 PrototypeNx/EfficientMT/animatediff/src/guidance_utils.py 80bb21230cf08bf9 unverified Apache-2.0 (permissive)
VLAD-BuFF: Burst-aware Fast Feature Aggregation for Visual Place Recognition 28 Sep 2024 ahmedest61/vlad-buff/add_pca.py 91cb29e9b0c3ad52 ran GPL-3.0 (copyleft) · pointer only
PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis 19 Sep 2024 xubin-s-lab/praga/PRAGA/preprocess.py 434c64e6c74854b9 ran AGPL-3.0 (copyleft) · pointer only
Visually Consistent Hierarchical Image Classification 17 Jun 2024 pseulki/hcast/cast_models/utils.py 1bff6d0d888ca2c3 unverified no licence file found · pointer only
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks 4 Jun 2024 ablghtianyi/ICL_Modular_Arithmetic/interpretability/attn_map.py 210f105fe6762eeb ran · our draft was wrong fingerprinted MIT (permissive)
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense 1 Oct 2023 TDteach/Demon-in-the-Variant/tsne.py f60cb3cead55f81b ran fingerprinted MIT (permissive)
Learning Hierarchical Image Segmentation For Recognition and By Recognition 1 Oct 2022 twke18/CAST/cast_models/utils.py 1bff6d0d888ca2c3 unverified MIT (permissive)
Learning sparse features can lead to overfitting in neural networks 24 Jun 2022 pcsl-epfl/regressionsphere/dataset/utils.py b580ad0adf4a4d17 unverified MIT (permissive)
Surface Representation for Point Clouds 11 May 2022 hancyran/RepSurf/classification/modules/recons_utils.py 43f6d0436aebc666 unverified Apache-2.0 (permissive)
Attributable Visual Similarity Learning 28 Mar 2022 zbr17/AVSL/src/avsl/misc/pca.py a58a12d77c9db51e unverified MIT (permissive)
Classical and Quantum Algorithms for Orthogonal Neural Networks 2021-06 (from id) qdevpsi3/quantum-orthogonal-nn/examples/mnist_classifier.py a791aaee56dadf66 unverified GPL-3.0 (copyleft) · pointer only
Renormalized Mutual Information for Artificial Scientific Discovery 4 May 2020 lsarra/rmi/rmi/features.py 38cc857ed961f001 unverified MIT (permissive)
Demon in the Variant: Statistical Analysis of DNNs for Robust Backdoor Contamination Detection 2019-08 (from id) TDteach/backdoor/tsne.py f60cb3cead55f81b ran fingerprinted MIT (permissive)
Variational Autoencoders and Nonlinear ICA: A Unifying Framework 10 Jul 2019 ilkhem/ivae/models/tcl/tcl_preprocessing.py eec3f2b6914d703b unverified MIT (permissive)
Towards a Neural Statistician 7 Jun 2016 cravingoxygen/neuralstat/tsne.py f60cb3cead55f81b ran fingerprinted MIT (permissive)
Nonparametric Spherical Topic Modeling with Word Embeddings 1 Apr 2016 Ardavans/sHDP/core/util/plot.py 8d5689b68e58c3b6 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