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
- add gradient clipping to `create_supervised_trainer()`
- Higher API for training
- Cross-Validators (official feature or contrib?)
- Variable epoch_length for different epochs
- Ignore empty predictions in Accuracy calculation
- Enabling engine to run single epochs
- Are there any ways to filter out or ignore a batch in engine?
- Add Hausdorff distance in Metrics
- IterationMetric discussion
- Make sure metric handlers are fired first
- Docs
- Python not yet supported