bnnr
BNNR: XAI-driven augmentation & diagnostics for PyTorch vision - find model failures, fix with saliency-guided augmentation (ICD/AICD), prove with auditable reports.
bnnr has been downloaded 34,120 times in total on PyPI, including 2,538 in the last 30 days. The latest version is 0.8.0, released Sep 7, 2026. It is distributed under the MIT license.
Version0.8.0
Downloads
34.12k
LicenseMIT
AuthorMateusz Walo, Diana Morzhak, Dominika Zydorczyk, Zuzanna Saczuk
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included2 / 51 series
Selected total21.42k
34.1kAll-time
2.5kLast 30 days
100Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 015.6%
0.7.0
591 downloadsDownloads5915.6% - 025.2%
0.7.1
550 downloadsDownloads5505.2% - 035.0%
0.7.3
531 downloadsDownloads5315.0% - 044.5%
0.7.2
483 downloadsDownloads4834.5% - 054.5%
0.8.0
475 downloadsDownloads4754.5% - 063.6%
0.6.5
378 downloadsDownloads3783.6% - 072.5%
0.6.4
264 downloadsDownloads2642.5% - 082.2%
0.6.3
234 downloadsDownloads2342.2% - 0967.0%
Other
7.1k downloadsDownloads7.1k67.0%
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Thirteen recent days of bnnr downloads. Drag the green handle on the right to guess where day fourteen lands.