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Releases: Rusheel86/preflight

v0.1.1 — initial release

15 Mar 17:24

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Initial release of preflight — pre-flight checks for PyTorch pipelines.

What's included

  • 10 checks across fatal/warn/info severity tiers
  • NaN/Inf detection, label leakage, shape mismatch, gradient check
  • Normalisation sanity, channel ordering, VRAM estimation, class imbalance
  • Split sizes, duplicate sample detection
  • .preflight.toml config file support
  • JSON output mode for CI integration

Usage

```yaml

  • name: Run pre-flight checks
    uses: Rusheel86/preflight@v0.1.1
    with:
    dataloader: scripts/dataloader.py
    ```

Install via pip

```
pip install preflight-ml
```