Releases: neurodata/df-dn-paper
Releases · neurodata/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 #36
- EHN add ECE & remove SVM & update draft by @PSSF23 in #39
- DOC optimize paper title by @PSSF23 in #41
- DOC switch benchmark directories by @PSSF23 in #45
- EHN remove SVM plots & optimize Tabular code by @PSSF23 in #48
- EHN remove SVM results & add CircleCI tests for linting by @PSSF23 in #49
- DOC start documentation website by @PSSF23 in #50
- DOC add benchmark notebooks to website by @PSSF23 in #51
- DOC remove SVM from draft & MAINT optimize audition imports by @PSSF23 in #54
- ENH optimize tabular figures & DOC update draft by @PSSF23 in #55
Note
Some of the benchmark changes are not reflected on manuscript. Refer to arxiv_v3
for code details.
Full Changelog: arxiv_v1...arxiv_v4
Technical Report on arXiv Version 3
https://arxiv.org/abs/2108.13637v3
Full Changelog: arxiv_v2...arxiv_v3
Technical Report on arXiv Version 2
https://arxiv.org/abs/2108.13637v2
Full Changelog: arxiv_v1...arxiv_v2
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 #2
- Complete benchmarks for image dataset: CIFAR-10 by @PSSF23 in #3
- Conduct CIFAR-100 benchmarks by @PSSF23 in #5
- Conduct similar-time-cost benchmarks on CIFAR-10/100 datasets by @PSSF23 in #8
- Conduct low cost CPU RFs by @PSSF23 in #11
- Benchmarks on tabular data by @Michael-Ainsworth in #12
- Create LICENSE by @PSSF23 in #17
- Add package requirements by @PSSF23 in #19
- Separate tabular wall times and update experiment parameters by @Michael-Ainsworth in #20
- Update torch versions in requirements.txt by @PSSF23 in #21
- Complete accuracy & wall time benchmarks on SVHN by @PSSF23 in #16
- Add package requirements for audio by @PSSF23 in #23
- Conduct benchmarks for FSDD and generate figures by @ypeng22 in #13
- Complete similar time/cost benchmarks on CIFAR by @PSSF23 in #22
- Audio figure update for fsdd by @ypeng22 in #26
- Audio additional features and removed wall times for graphs by @mkusman1 in #25
- Make cosmetic changes to CC18 figure and remove plots folder by @Michael-Ainsworth in #27
- Update image formats & organize figures by @PSSF23 in #28
- Complete pre-print draft by @PSSF23 in #34
New Contributors
- @Michael-Ainsworth made their first contribution in #12
- @ypeng22 made their first contribution in #13
- @mkusman1 made their first contribution in #25
Full Changelog: https://github.com/neurodata/rf-dn-paper/commits/arxiv_v1
Anonymous Submission for NeurIPS 2021
Figures & results in paper submission
What's Changed
- Add general benchmark functions for RF & DN by @PSSF23 in #2
- Complete benchmarks for image dataset: CIFAR-10 by @PSSF23 in #3
- Conduct CIFAR-100 benchmarks by @PSSF23 in #5
- Conduct similar-time-cost benchmarks on CIFAR-10/100 datasets by @PSSF23 in #8
- Conduct low cost CPU RFs by @PSSF23 in #11
- Benchmarks on tabular data by @Michael-Ainsworth in #12
- Create LICENSE by @PSSF23 in #17
- Add package requirements by @PSSF23 in #19
- Separate tabular wall times and update experiment parameters by @Michael-Ainsworth in #20
- Update torch versions in requirements.txt by @PSSF23 in #21
- Complete accuracy & wall time benchmarks on SVHN by @PSSF23 in #16
- Add package requirements for audio by @PSSF23 in #23
- Conduct benchmarks for FSDD and generate figures by @ypeng22 in #13
- Complete similar time/cost benchmarks on CIFAR by @PSSF23 in #22
- Audio figure update for fsdd by @ypeng22 in #26
- Audio additional features and removed wall times for graphs by @mkusman1 in #25
- Make cosmetic changes to CC18 figure and remove plots folder by @Michael-Ainsworth in #27
- Update image formats & organize figures by @PSSF23 in #28
New Contributors
- @Michael-Ainsworth made their first contribution in #12
- @ypeng22 made their first contribution in #13
- @mkusman1 made their first contribution in #25
Full Changelog: https://github.com/neurodata/rf-dn-paper/commits/neurips_2021