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 35,308 times in total on PyPI, including 1,295 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
35.31k
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 total16.53k
35.3kAll-time
1.3kLast 30 days
8Last 24 h
<0.01/sPer second
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 017.2%
0.7.1
598 downloadsDownloads5987.2% - 027.2%
0.8.0
598 downloadsDownloads5987.2% - 037.2%
0.7.3
597 downloadsDownloads5977.2% - 046.5%
0.7.2
539 downloadsDownloads5396.5% - 054.1%
0.7.0
340 downloadsDownloads3404.1% - 062.1%
0.6.5
175 downloadsDownloads1752.1% - 071.9%
0.6.4
161 downloadsDownloads1611.9% - 081.8%
0.6.3
152 downloadsDownloads1521.8% - 0961.8%
Other
5.1k downloadsDownloads5.1k61.8%
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Thirteen recent days of bnnr downloads. Drag the green handle on the right to guess where day fourteen lands.