Catalyst Python API examples can be found in the minimal examples and notebook section.
- Introduction tutorial "Customizing what happens in
train" - Demo with customization examples
- Reinforcement Learning examples with Catalyst
Full description of configs with comments:
- MNIST with stage
- Config API run example
- Hydra API run example
- AutoML Tune example
- classification pipeline
- classification model training and inference
- different augmentations and stages usage
- metrics visualization with tensorboard
- segmentation pipeline
- binary and semantic segmentation with U-Net
- model training and inference
- different augmentations and stages usage
- metrics visualization with tensorboard