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
- Feature Request: StratifiedBatchSampler for Guaranteed Subgroup Representation
- Feat: Implement Word Error Rate (WER) metric
- Add HarmonicMean metric to ignite.metrics
- [Inconsistency]: Fbeta metric lacks is_multilabel and advanced average parameters
- HarmonicMean metric for ignite.metrics
- Add Dunn Index metric to ignite.metrics.clustering
- [Feature] Add Word Error Rate (WER) and Character Error Rate (CER) metrics to ignite.metrics.nlp
- Add optional `show_epoch` flag to ProgressBar for customizable epoch display
- Resuming from checkpoint with max_epochs issue
- Bug: Events.GET_BATCH_STARTED(once=N) fires twice when engine.terminate_epoch(False) is called inside handler
- Docs
- Python not yet supported