Releases: Rusheel86/preflight
Releases · Rusheel86/preflight
v0.1.1 — initial release
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.tomlconfig 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
```