Pytorch-ignite

What's new in this release:

- Contrib module with
- Parameter schedule
- TQDM ProgressBar
- ROC/AUC, AP, MaxAE metrics
- TBPTT Engine
- New handlers:
- Terminate on Nan
- New metrics:
- RunningAverage
- Merged Categorical/Binary -> Accuracy
- Refactor of examples
- New examples:
- Fast Neural Style
- RL


Thanks to all our contributors !

Introduced Engine, Handlers and Metrics.

Metrics:
- BinaryAccuracy
- CategoricalAccuracy
- Loss
- Precision
- Recall
- etc

Handlers:
- ModelCheckpoint
- EarlyStopping
- Timer

Features:
- PyTorch 0.4 support

Examples:
- mnist.py
- mnist_with_tensorboardx.py
- mnist_with_visdom.py
- dcgan.py