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Adobe PDF - 1.2 MB - MD5: fe2fd8c5657618b68619ddcf155e10b9
The supplemental material which contains mathematical derivations for the results presented in the main paper, a comparison to Monte Carlo sampling and additional use cases.
MPEG-4 Video - 11.4 MB - MD5: 056e8ced50d7010a4b3a53c8db8dcaed
A video that shows how the visual analysis approach can be used for uncertainty-aware spectral analaysis.
Sep 2, 2024
Reichmann, Luca; Hägele, David; Weiskopf, Daniel, 2024, "Supplemental Material for Out-of-Core Dimensionality Reduction for Large Data via Out-of-Sample Extensions", https://doi.org/10.18419/DARUS-4441, DaRUS, V1, UNF:6:WoQ4MNffz92VcvZ/qCGL5w== [fileUNF]
This dataset contains the supplemental material for "Out-of-Core Dimensionality Reduction for Large Data via Out-of-Sample Extensions". The contents and usage of this dataset are described in the README.md files.
Python Source Code - 1.6 KB - MD5: f46840a8ba5f5eb6c0cd448328d45eb6
Code
Python Source Code - 1.7 KB - MD5: 9e512511bd521fe8dc7f5e48adaec823
script to download all of the embeddings. On command line use: python3 download_embeddings.py
Python Source Code - 1.5 KB - MD5: ed4de7d69bd1fade0bbfe5d9f17fe968
script to download all images. On command line use: python3 download_images.py
Shell Script - 821 B - MD5: a43a6368829cde23690be83cb7b85f8a
Code
Python Source Code - 9.4 KB - MD5: 010dc37db9478df3ccfc301d1cda4410
Code
Python Source Code - 5.4 KB - MD5: 9597d85c23b98e62ba3b002d68027263
Code
Python Source Code - 5.6 KB - MD5: 8b51026b05787274bd81faf6ee592031
Code
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