New functionality
- optuna samplers: TPE, Random, Brute
- cross-validation (previously: only hold-out validation)
- basic presets for balancing between the quickness and the quality
- logging to wandb and tensorboard
- LLM-based augmentation strategies for enriching your training data
Improvements
- better regular expressions support
- better UX on conducting experiments
- more convenient way to dump fitted pipeline to disk and then load it for inference
Documentation
Check out our updated user guides!