df-dn-paper - Technical Report on arXiv Version 4

https://arxiv.org/abs/2108.13637v4

What's Changed

• Switch from accuracy to Cohen's Kappa for vision & auditory data by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/36
• EHN add ECE & remove SVM & update draft by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/39
• DOC optimize paper title by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/41
• DOC switch benchmark directories by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/45
• EHN remove SVM plots & optimize Tabular code by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/48
• EHN remove SVM results & add CircleCI tests for linting by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/49
• DOC start documentation website by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/50
• DOC add benchmark notebooks to website by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/51
• DOC remove SVM from draft & MAINT optimize audition imports by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/54
• ENH optimize tabular figures & DOC update draft by @PSSF23 in https://github.com/neurodata/df-dn-paper/pull/55

Note

Some of the benchmark changes are not reflected on manuscript. Refer to arxiv_v3 for code details.

Full Changelog: https://github.com/neurodata/df-dn-paper/compare/arxivv1...arxivv4

- Jupyter Notebook
Published by PSSF23 over 4 years ago

df-dn-paper - Technical Report on arXiv Version 3

https://arxiv.org/abs/2108.13637v3

Full Changelog: https://github.com/neurodata/rf-dn-paper/compare/arxivv2...arxivv3

- Jupyter Notebook
Published by PSSF23 over 4 years ago

df-dn-paper - Technical Report on arXiv Version 2

https://arxiv.org/abs/2108.13637v2

Full Changelog: https://github.com/neurodata/rf-dn-paper/compare/arxivv1...arxivv2

- Jupyter Notebook
Published by PSSF23 over 4 years ago

df-dn-paper - Technical Report on arXiv Version 1

https://arxiv.org/abs/2108.13637v1

What's Changed

• Add general benchmark functions for RF & DN by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/2
• Complete benchmarks for image dataset: CIFAR-10 by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/3
• Conduct CIFAR-100 benchmarks by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/5
• Conduct similar-time-cost benchmarks on CIFAR-10/100 datasets by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/8
• Conduct low cost CPU RFs by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/11
• Benchmarks on tabular data by @Michael-Ainsworth in https://github.com/neurodata/rf-dn-paper/pull/12
• Create LICENSE by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/17
• Add package requirements by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/19
• Separate tabular wall times and update experiment parameters by @Michael-Ainsworth in https://github.com/neurodata/rf-dn-paper/pull/20
• Update torch versions in requirements.txt by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/21
• Complete accuracy & wall time benchmarks on SVHN by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/16
• Add package requirements for audio by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/23
• Conduct benchmarks for FSDD and generate figures by @ypeng22 in https://github.com/neurodata/rf-dn-paper/pull/13
• Complete similar time/cost benchmarks on CIFAR by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/22
• Audio figure update for fsdd by @ypeng22 in https://github.com/neurodata/rf-dn-paper/pull/26
• Audio additional features and removed wall times for graphs by @mkusman1 in https://github.com/neurodata/rf-dn-paper/pull/25
• Make cosmetic changes to CC18 figure and remove plots folder by @Michael-Ainsworth in https://github.com/neurodata/rf-dn-paper/pull/27
• Update image formats & organize figures by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/28
• Complete pre-print draft by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/34

New Contributors

• @Michael-Ainsworth made their first contribution in https://github.com/neurodata/rf-dn-paper/pull/12
• @ypeng22 made their first contribution in https://github.com/neurodata/rf-dn-paper/pull/13
• @mkusman1 made their first contribution in https://github.com/neurodata/rf-dn-paper/pull/25

Full Changelog: https://github.com/neurodata/rf-dn-paper/commits/arxiv_v1

- Jupyter Notebook
Published by PSSF23 almost 5 years ago

df-dn-paper - Anonymous Submission for NeurIPS 2021

Figures & results in paper submission

What's Changed

• Add general benchmark functions for RF & DN by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/2
• Complete benchmarks for image dataset: CIFAR-10 by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/3
• Conduct CIFAR-100 benchmarks by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/5
• Conduct similar-time-cost benchmarks on CIFAR-10/100 datasets by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/8
• Conduct low cost CPU RFs by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/11
• Benchmarks on tabular data by @Michael-Ainsworth in https://github.com/neurodata/rf-dn-paper/pull/12
• Create LICENSE by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/17
• Add package requirements by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/19
• Separate tabular wall times and update experiment parameters by @Michael-Ainsworth in https://github.com/neurodata/rf-dn-paper/pull/20
• Update torch versions in requirements.txt by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/21
• Complete accuracy & wall time benchmarks on SVHN by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/16
• Add package requirements for audio by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/23
• Conduct benchmarks for FSDD and generate figures by @ypeng22 in https://github.com/neurodata/rf-dn-paper/pull/13
• Complete similar time/cost benchmarks on CIFAR by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/22
• Audio figure update for fsdd by @ypeng22 in https://github.com/neurodata/rf-dn-paper/pull/26
• Audio additional features and removed wall times for graphs by @mkusman1 in https://github.com/neurodata/rf-dn-paper/pull/25
• Make cosmetic changes to CC18 figure and remove plots folder by @Michael-Ainsworth in https://github.com/neurodata/rf-dn-paper/pull/27
• Update image formats & organize figures by @PSSF23 in https://github.com/neurodata/rf-dn-paper/pull/28

New Contributors

• @Michael-Ainsworth made their first contribution in https://github.com/neurodata/rf-dn-paper/pull/12
• @ypeng22 made their first contribution in https://github.com/neurodata/rf-dn-paper/pull/13
• @mkusman1 made their first contribution in https://github.com/neurodata/rf-dn-paper/pull/25

Full Changelog: https://github.com/neurodata/rf-dn-paper/commits/neurips_2021

- Jupyter Notebook
Published by PSSF23 about 5 years ago