LightAutoML (LAMA) v0.3.0

Release 0.3.0

LightAutoML (LAMA) v0.2.1

Stable release with tutorials, tests and logging

LightAutoML (LAMA) v0.2.0

First release of the library including:

• Specific modules for data reading, feature typing, feature engineering, feature selection, models training etc.
• TabularAutoML preset, which can be used for solving binary (Task('binary')), regression (Task('reg')) and multiclass (Task('multiclass')) tasks
• TabularUtilizedAutoML for timeout utilization (usually for benchmarks or people who have specific amount of time to use)
• Updated tutorials which fit new version and shows how to use added functionality
• Nested cross-validation for used algorithms: it can be turned on/off/auto from automl config and customized using specific arguments (for example you can set up to use 10 nested folds and calculate only 3 of them )
• Bug fixes