BNNR

Community

BNNR is open-source and community-driven. Get involved, contribute, or just say hello.

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GitHub Repository

Star the repo, browse source code, and track releases.

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Discussions

Ask questions, share ideas, and connect with other users.

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Report a Bug

Found a bug? Open an issue with reproduction steps.

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Feature Request

Have an idea for a new feature or improvement?

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Contributing Guide

Dev setup, tests, PR workflow, and good first issues.

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Good First Issues

Starter tasks for new contributors.

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Contributing

Full contributor guide (dev setup, tests, PR workflow, good first issues) lives in the library repository — kept in sync with the CLI and CI.

CONTRIBUTING.md on GitHub

Colab Notebooks

Run BNNR directly in Google Colab — no local setup required.

Classification Demo

Full BNNR pipeline on STL-10 with XAI explainability and live dashboard.

Augmentations Guide

Visual walkthrough of every BNNR augmentation with ICD/AICD deep-dive.

Custom Data

Bring your own images using an ImageFolder-style layout.

Detection Demo

YOLOv8 on COCO128 with bbox-aware augmentations, mAP metrics, and detection XAI (use bnnr ≥ 0.3.0 from PyPI).