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
- fix(metrics): R2Score accumulates in float64 to avoid cancellation in SS_tot
- feat: support broadcasting picklable objects in idist.broadcast
- feat(metrics): add Expected Calibration Error (ECE) metric
- Fix numerical instability in PearsonCorrelation
- Add terminate_iteration to skip batch handlers
- Add label-wise accuracy support for multilabel Accuracy metric
- Adding StratifiedBatchSampler for guaranteed subgroup representation
- feat: support tuple values in cyclical schedulers
- feat: optionally preserve sequences in WandB logs
- Pass lists of scalars to wandb
- Docs
- Python not yet supported