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
- [Bug] Numerical instability in `PearsonCorrelation` due to naive variance formula
- [Enhancement] Native PyTorch Implementation for `SpearmanRankCorrelation`
- Add min_evals parameter to EarlyStopping handler
- Feature Request: Option to disable automatic epoch display in ProgressBar
- Feature Request: StratifiedBatchSampler for Guaranteed Subgroup Representation
- Feat: Implement Word Error Rate (WER) metric
- Add HarmonicMean metric to ignite.metrics
- Feat: implement get_sequence_transform for Accuracy metric
- [Inconsistency]: Fbeta metric lacks is_multilabel and advanced average parameters
- HarmonicMean metric for ignite.metrics
- Docs
- Python not yet supported