ignite
https://github.com/pytorch/ignite
Python
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
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- Issues
- feat(metrics): add WelfordVariance and WelfordCovariance helpers (PR 1 of #3748)
- Numerical stability across running-moment metrics — unified plan (tracking #3662 / #3672 / #3741)
- Add HausdorffDistance and HausdorffDistance95 metrics (closes #683)
- feat(early_stopping): add get_default_score_fn and get_default_event_filter helpers (#3411)
- Feature : Add Perplexity metric to ignite.metrics.nlp
- feat(metrics): add Perplexity metric to ignite.metrics.nlp
- fix: use float64 accumulators in PearsonCorrelation to prevent catastrophic cancellation
- fix(metrics): use Welford's algorithm in PearsonCorrelation for numerical stability
- FSDP2 Support
- feat: add class_names support to Precision and Recall metrics
- Docs
- Python not yet supported